Hugging Face's logo

qualcomm
/
DeepLabV3-Plus-MobileNet

Image Segmentation
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
f0e74fb
·
verified ·
1 Parent(s): 3cbb04e

v0.44.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (10) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. DeepLabV3-Plus-MobileNet_float.dlc +1 -1
  3. DeepLabV3-Plus-MobileNet_float.onnx.zip +2 -2
  4. DeepLabV3-Plus-MobileNet_float.tflite +2 -2
  5. DeepLabV3-Plus-MobileNet_w8a16.dlc +1 -1
  6. DeepLabV3-Plus-MobileNet_w8a8.dlc +1 -1
  7. DeepLabV3-Plus-MobileNet_w8a8.tflite +2 -2
  8. LICENSE +0 -1
  9. README.md +78 -76
  10. tool-versions.yaml +1 -1
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
3
- size 109629
 
 
 
 
DeepLabV3-Plus-MobileNet_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5c529b38ba173c6b397b8911b66d439e32cdae34ce274caad537e32260f47d74
3
  size 23362092
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d07bccecd4263d2948f115ff0dd6711cff18e9ecb1b22058cafd7b3672a8f7c5
3
  size 23362092
DeepLabV3-Plus-MobileNet_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:28206ebb85b0b8ed8fd894694f8e218ed77b28f358e9f287378957887f9f4242
3
- size 21611399
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7459752d7f9ba8e5276764e3f5feea9ece289be0cda7b41dd4124d990a28a208
3
+ size 21611340
DeepLabV3-Plus-MobileNet_float.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ce3417aa1b3264640df3bb6491da577e0f817a9c0aa9836c26b25bf23674563f
3
- size 23226820
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d3ccb551919fcc4aa77a4f3ded646ca5a2dde100726da7b5de1d6d364d86722
3
+ size 23226836
DeepLabV3-Plus-MobileNet_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:12b525a5b02f6b72a228426c24d172ccaecdf8f15e492bb691e6faf0cc798f21
3
  size 7030788
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71c62ea16fa9465d4435f2fa148ae19796b6ff1aa82d5bdded91688d591ac136
3
  size 7030788
DeepLabV3-Plus-MobileNet_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ba2d12e19afbee4ebab0b871530d589022bfe53bdb63e2de611e18f8cf7967aa
3
  size 7030780
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:396d1c1c5010a42799f69bde95c744165a64703c69d9bdaa2c88e43bdb17875d
3
  size 7030780
DeepLabV3-Plus-MobileNet_w8a8.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f502167801c5fefcb514eb450cfd6dea4176f76cfffe83c04465b09cb41f38f3
3
- size 6336576
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c483cbfef230e5357cf70b048179265e343e9489b2bd5bc3b8165bcbdf4a7bb
3
+ size 6336592
LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/LICENSE.
2
- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
1
  The license of the original trained model can be found at https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/LICENSE.
 
README.md CHANGED
@@ -37,81 +37,84 @@ More details on model performance across various devices, can be found
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | DeepLabV3-Plus-MobileNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 61.786 ms | 0 - 32 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
41
- | DeepLabV3-Plus-MobileNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 58.121 ms | 3 - 41 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
42
- | DeepLabV3-Plus-MobileNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 18.999 ms | 0 - 44 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
43
- | DeepLabV3-Plus-MobileNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.792 ms | 3 - 50 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
44
- | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.681 ms | 0 - 13 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
45
- | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.233 ms | 3 - 17 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
46
- | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 10.131 ms | 0 - 41 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
47
- | DeepLabV3-Plus-MobileNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 87.846 ms | 0 - 32 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
48
- | DeepLabV3-Plus-MobileNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.294 ms | 2 - 35 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
49
- | DeepLabV3-Plus-MobileNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 61.786 ms | 0 - 32 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
50
- | DeepLabV3-Plus-MobileNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 58.121 ms | 3 - 41 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
51
- | DeepLabV3-Plus-MobileNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.741 ms | 0 - 15 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
52
- | DeepLabV3-Plus-MobileNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.276 ms | 3 - 19 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
53
- | DeepLabV3-Plus-MobileNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.817 ms | 0 - 38 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
54
- | DeepLabV3-Plus-MobileNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 19.423 ms | 3 - 46 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
55
- | DeepLabV3-Plus-MobileNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.717 ms | 0 - 14 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
56
- | DeepLabV3-Plus-MobileNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.194 ms | 3 - 21 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
57
- | DeepLabV3-Plus-MobileNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 87.846 ms | 0 - 32 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
58
- | DeepLabV3-Plus-MobileNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.294 ms | 2 - 35 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
59
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.909 ms | 0 - 48 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
60
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.869 ms | 3 - 48 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
61
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.377 ms | 4 - 57 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
62
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.191 ms | 0 - 36 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
63
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.487 ms | 3 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
64
- | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.84 ms | 2 - 39 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
65
- | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.408 ms | 0 - 38 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
66
- | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.58 ms | 3 - 50 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
67
- | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.654 ms | 4 - 44 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
68
- | DeepLabV3-Plus-MobileNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.946 ms | 20 - 20 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
69
- | DeepLabV3-Plus-MobileNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.701 ms | 10 - 10 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
70
- | DeepLabV3-Plus-MobileNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 33.733 ms | 2 - 125 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
71
- | DeepLabV3-Plus-MobileNet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.889 ms | 2 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
72
- | DeepLabV3-Plus-MobileNet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.103 ms | 2 - 58 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
73
- | DeepLabV3-Plus-MobileNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.36 ms | 2 - 19 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
74
- | DeepLabV3-Plus-MobileNet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.959 ms | 2 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
75
- | DeepLabV3-Plus-MobileNet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.889 ms | 2 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
76
- | DeepLabV3-Plus-MobileNet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.363 ms | 0 - 17 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
77
- | DeepLabV3-Plus-MobileNet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 12.532 ms | 2 - 52 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
78
- | DeepLabV3-Plus-MobileNet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.349 ms | 1 - 19 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
79
- | DeepLabV3-Plus-MobileNet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.959 ms | 2 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
80
- | DeepLabV3-Plus-MobileNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.112 ms | 2 - 55 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
81
- | DeepLabV3-Plus-MobileNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.354 ms | 2 - 51 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
82
- | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 11.44 ms | 2 - 49 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
83
- | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.375 ms | 2 - 66 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
84
- | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.032 ms | 7 - 7 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
85
- | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 15.718 ms | 0 - 11 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
86
- | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 15.171 ms | 0 - 100 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
87
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 11.898 ms | 0 - 37 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
88
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.725 ms | 1 - 40 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
89
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 5.454 ms | 0 - 48 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
90
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.393 ms | 1 - 51 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
91
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.847 ms | 0 - 15 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
92
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.112 ms | 1 - 12 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
93
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.445 ms | 0 - 38 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
94
- | DeepLabV3-Plus-MobileNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 20.24 ms | 1 - 40 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
95
- | DeepLabV3-Plus-MobileNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 175.325 ms | 4 - 6 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
96
- | DeepLabV3-Plus-MobileNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 11.898 ms | 0 - 37 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
97
- | DeepLabV3-Plus-MobileNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.725 ms | 1 - 40 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
98
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.847 ms | 0 - 17 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
99
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.111 ms | 0 - 10 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
100
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.343 ms | 0 - 44 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
101
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.345 ms | 1 - 47 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
102
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.847 ms | 0 - 16 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
103
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.104 ms | 1 - 12 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
104
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.445 ms | 0 - 38 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
105
- | DeepLabV3-Plus-MobileNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 20.24 ms | 1 - 40 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
106
- | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.437 ms | 0 - 53 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
107
- | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.872 ms | 1 - 57 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
108
- | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.58 ms | 0 - 43 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
109
- | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.136 ms | 1 - 48 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
110
- | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 6.357 ms | 0 - 42 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
111
- | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 5.751 ms | 1 - 46 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
112
- | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.34 ms | 0 - 43 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
113
- | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.64 ms | 1 - 49 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
114
- | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.543 ms | 14 - 14 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
 
 
 
115
 
116
 
117
 
@@ -287,7 +290,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
287
  ## License
288
  * The license for the original implementation of DeepLabV3-Plus-MobileNet can be found
289
  [here](https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/LICENSE).
290
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
291
 
292
 
293
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | DeepLabV3-Plus-MobileNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 58.141 ms | 0 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
41
+ | DeepLabV3-Plus-MobileNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 58.106 ms | 3 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
42
+ | DeepLabV3-Plus-MobileNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 18.877 ms | 0 - 192 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
43
+ | DeepLabV3-Plus-MobileNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.72 ms | 3 - 186 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
44
+ | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 11.239 ms | 0 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
45
+ | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.232 ms | 3 - 5 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
46
+ | DeepLabV3-Plus-MobileNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 10.26 ms | 0 - 12 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
47
+ | DeepLabV3-Plus-MobileNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 17.316 ms | 0 - 144 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
48
+ | DeepLabV3-Plus-MobileNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.291 ms | 1 - 142 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
49
+ | DeepLabV3-Plus-MobileNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 58.141 ms | 0 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
50
+ | DeepLabV3-Plus-MobileNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 58.106 ms | 3 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
51
+ | DeepLabV3-Plus-MobileNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 11.23 ms | 0 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
52
+ | DeepLabV3-Plus-MobileNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.238 ms | 3 - 5 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
53
+ | DeepLabV3-Plus-MobileNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 19.448 ms | 0 - 150 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
54
+ | DeepLabV3-Plus-MobileNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 19.416 ms | 0 - 152 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
55
+ | DeepLabV3-Plus-MobileNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 11.247 ms | 0 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
56
+ | DeepLabV3-Plus-MobileNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.285 ms | 3 - 5 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
57
+ | DeepLabV3-Plus-MobileNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 17.316 ms | 0 - 144 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
58
+ | DeepLabV3-Plus-MobileNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.291 ms | 1 - 142 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
59
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.891 ms | 0 - 191 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
60
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.885 ms | 3 - 185 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
61
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.414 ms | 4 - 161 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
62
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.506 ms | 0 - 149 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
63
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.5 ms | 3 - 156 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
64
+ | DeepLabV3-Plus-MobileNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.859 ms | 3 - 120 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
65
+ | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.599 ms | 0 - 158 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.tflite) |
66
+ | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.6 ms | 3 - 156 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
67
+ | DeepLabV3-Plus-MobileNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.649 ms | 4 - 124 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
68
+ | DeepLabV3-Plus-MobileNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.963 ms | 3 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.dlc) |
69
+ | DeepLabV3-Plus-MobileNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.681 ms | 10 - 10 MB | NPU | [DeepLabV3-Plus-MobileNet.onnx.zip](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet.onnx.zip) |
70
+ | DeepLabV3-Plus-MobileNet | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 104.922 ms | 2 - 207 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
71
+ | DeepLabV3-Plus-MobileNet | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 32.47 ms | 3 - 6 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
72
+ | DeepLabV3-Plus-MobileNet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 21.839 ms | 2 - 158 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
73
+ | DeepLabV3-Plus-MobileNet | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.162 ms | 2 - 197 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
74
+ | DeepLabV3-Plus-MobileNet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.355 ms | 2 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
75
+ | DeepLabV3-Plus-MobileNet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.961 ms | 2 - 158 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
76
+ | DeepLabV3-Plus-MobileNet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 21.839 ms | 2 - 158 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
77
+ | DeepLabV3-Plus-MobileNet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.343 ms | 2 - 4 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
78
+ | DeepLabV3-Plus-MobileNet | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 12.481 ms | 2 - 164 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
79
+ | DeepLabV3-Plus-MobileNet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.366 ms | 2 - 4 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
80
+ | DeepLabV3-Plus-MobileNet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.961 ms | 2 - 158 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
81
+ | DeepLabV3-Plus-MobileNet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.109 ms | 2 - 196 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
82
+ | DeepLabV3-Plus-MobileNet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.366 ms | 2 - 162 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
83
+ | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 11.458 ms | 2 - 156 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
84
+ | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.382 ms | 2 - 171 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
85
+ | DeepLabV3-Plus-MobileNet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.067 ms | 2 - 2 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a16.dlc) |
86
+ | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 45.145 ms | 0 - 164 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
87
+ | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 45.858 ms | 1 - 161 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
88
+ | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 15.428 ms | 0 - 11 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
89
+ | DeepLabV3-Plus-MobileNet | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 15.381 ms | 1 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
90
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.226 ms | 0 - 151 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
91
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.675 ms | 1 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
92
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 5.634 ms | 0 - 181 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
93
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.452 ms | 1 - 176 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
94
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.08 ms | 0 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
95
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.11 ms | 1 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
96
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.611 ms | 0 - 151 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
97
+ | DeepLabV3-Plus-MobileNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.649 ms | 1 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
98
+ | DeepLabV3-Plus-MobileNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 82.872 ms | 13 - 59 MB | GPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
99
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.226 ms | 0 - 151 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
100
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.675 ms | 1 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
101
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.08 ms | 0 - 2 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
102
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.129 ms | 1 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
103
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 6.225 ms | 0 - 159 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
104
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.362 ms | 1 - 155 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
105
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.116 ms | 0 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
106
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.116 ms | 1 - 3 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
107
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.611 ms | 0 - 151 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
108
+ | DeepLabV3-Plus-MobileNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.649 ms | 1 - 148 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
109
+ | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.802 ms | 0 - 179 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
110
+ | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.859 ms | 1 - 174 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
111
+ | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.058 ms | 0 - 153 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
112
+ | DeepLabV3-Plus-MobileNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.144 ms | 1 - 152 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
113
+ | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 5.69 ms | 0 - 156 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
114
+ | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 5.801 ms | 1 - 152 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
115
+ | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.643 ms | 0 - 155 MB | NPU | [DeepLabV3-Plus-MobileNet.tflite](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.tflite) |
116
+ | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.641 ms | 1 - 150 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
117
+ | DeepLabV3-Plus-MobileNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.548 ms | 1 - 1 MB | NPU | [DeepLabV3-Plus-MobileNet.dlc](https://huggingface.co/qualcomm/DeepLabV3-Plus-MobileNet/blob/main/DeepLabV3-Plus-MobileNet_w8a8.dlc) |
118
 
119
 
120
 
 
290
  ## License
291
  * The license for the original implementation of DeepLabV3-Plus-MobileNet can be found
292
  [here](https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/LICENSE).
 
293
 
294
 
295
 
tool-versions.yaml CHANGED
@@ -1,3 +1,3 @@
1
  tool_versions:
2
  qnn_dlc:
3
- qairt: 2.40.0.251030114326_189385
 
1
  tool_versions:
2
  qnn_dlc:
3
+ qairt: 2.41.0.251128145156_191518