Hugging Face's logo

qualcomm
/
CREStereo

Depth Estimation
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
5ca62f6
·
verified ·
1 Parent(s): a9de63f

v0.53.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +40 -32
  2. release_assets.json +4 -10
README.md CHANGED
@@ -27,9 +27,8 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
35
 
@@ -60,35 +59,44 @@ See our repository for [CREStereo on GitHub](https://github.com/qualcomm/ai-hub-
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | CREStereo | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3841.905 ms | 77 - 97 MB | CPU
64
- | CREStereo | ONNX | float | Snapdragon® X2 Elite | 2034.246 ms | 179 - 179 MB | CPU
65
- | CREStereo | ONNX | float | Snapdragon® X Elite | 6292.226 ms | 184 - 184 MB | CPU
66
- | CREStereo | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4583.867 ms | 59 - 81 MB | CPU
67
- | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5846.538 ms | 65 - 68 MB | CPU
68
- | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3946.878 ms | 95 - 97 MB | CPU
69
- | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3982.126 ms | 62 - 85 MB | CPU
70
- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2883.993 ms | 90 - 179 MB | CPU
71
- | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2727.641 ms | 85 - 85 MB | CPU
72
- | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 9891.231 ms | 85 - 85 MB | CPU
73
- | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4974.327 ms | 128 - 219 MB | CPU
74
- | CREStereo | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10891.085 ms | 126 - 210 MB | CPU
75
- | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5571.348 ms | 111 - 154 MB | CPU
76
- | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6625.184 ms | 126 - 211 MB | CPU
77
- | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7734.589 ms | 314 - 1217 MB | CPU
78
- | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7865.986 ms | 141 - 236 MB | CPU
79
- | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10891.085 ms | 126 - 210 MB | CPU
80
- | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5456.534 ms | 133 - 217 MB | CPU
81
- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3361.535 ms | 389 - 480 MB | CPU
82
- | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2917.477 ms | 45 - 73 MB | CPU
83
- | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4461.271 ms | 46 - 76 MB | CPU
84
- | CREStereo | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7591.053 ms | 48 - 73 MB | CPU
85
- | CREStereo | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5318.402 ms | 47 - 60 MB | CPU
86
- | CREStereo | TFLITE | float | Qualcomm® SA8775P | 6053.307 ms | 48 - 73 MB | CPU
87
- | CREStereo | TFLITE | float | Qualcomm® QCS9075 | 6158.679 ms | 47 - 153 MB | CPU
88
- | CREStereo | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7052.932 ms | 48 - 81 MB | CPU
89
- | CREStereo | TFLITE | float | Qualcomm® SA7255P | 7591.053 ms | 48 - 73 MB | CPU
90
- | CREStereo | TFLITE | float | Qualcomm® SA8295P | 4082.577 ms | 47 - 73 MB | CPU
91
- | CREStereo | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3275.879 ms | 47 - 75 MB | CPU
 
 
 
 
 
 
 
 
 
92
 
93
  ## License
94
  * The license for the original implementation of CREStereo can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.53.0/crestereo-qnn_dlc-float.zip)
31
+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.53.0/crestereo-tflite-float.zip)
 
32
 
33
  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
34
 
 
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | CREStereo | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3885.046 ms | 76 - 97 MB | CPU
63
+ | CREStereo | ONNX | float | Snapdragon® 8 Elite Mobile | 4065.807 ms | 63 - 86 MB | CPU
64
+ | CREStereo | ONNX | float | Snapdragon® X2 Elite | 1996.124 ms | 185 - 185 MB | CPU
65
+ | CREStereo | ONNX | float | Snapdragon® X Elite | 5407.067 ms | 180 - 180 MB | CPU
66
+ | CREStereo | ONNX | float | Snapdragon® X Elite | 5407.067 ms | 180 - 180 MB | CPU
67
+ | CREStereo | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4685.376 ms | 62 - 82 MB | CPU
68
+ | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5776.319 ms | 66 - 69 MB | CPU
69
+ | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3982.804 ms | 94 - 97 MB | CPU
70
+ | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4065.807 ms | 63 - 86 MB | CPU
71
+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2886.412 ms | 144 - 235 MB | CPU
72
+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3526.575 ms | 91 - 184 MB | CPU
73
+ | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2748.794 ms | 85 - 85 MB | CPU
74
+ | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 8322.542 ms | 85 - 85 MB | CPU
75
+ | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 8322.542 ms | 85 - 85 MB | CPU
76
+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5099.593 ms | 127 - 221 MB | CPU
77
+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10856.074 ms | 130 - 216 MB | CPU
78
+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5679.464 ms | 119 - 154 MB | CPU
79
+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
80
+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
81
+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6657.907 ms | 128 - 214 MB | CPU
82
+ | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7730.53 ms | 298 - 1200 MB | CPU
83
+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7656.173 ms | 140 - 235 MB | CPU
84
+ | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10856.074 ms | 130 - 216 MB | CPU
85
+ | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5691.883 ms | 129 - 215 MB | CPU
86
+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3526.575 ms | 91 - 184 MB | CPU
87
+ | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2707.927 ms | 46 - 73 MB | CPU
88
+ | CREStereo | TFLITE | float | Snapdragon® 8 Elite Mobile | 2871.556 ms | 47 - 74 MB | CPU
89
+ | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4291.132 ms | 47 - 78 MB | CPU
90
+ | CREStereo | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7647.493 ms | 48 - 72 MB | CPU
91
+ | CREStereo | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5070.01 ms | 47 - 59 MB | CPU
92
+ | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
93
+ | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
94
+ | CREStereo | TFLITE | float | Qualcomm® SA8775P | 5629.087 ms | 48 - 73 MB | CPU
95
+ | CREStereo | TFLITE | float | Qualcomm® QCS9075 | 5737.104 ms | 47 - 153 MB | CPU
96
+ | CREStereo | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6604.064 ms | 47 - 79 MB | CPU
97
+ | CREStereo | TFLITE | float | Qualcomm® SA7255P | 7647.493 ms | 48 - 72 MB | CPU
98
+ | CREStereo | TFLITE | float | Qualcomm® SA8295P | 3673.911 ms | 47 - 72 MB | CPU
99
+ | CREStereo | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2871.556 ms | 47 - 74 MB | CPU
100
 
101
  ## License
102
  * The license for the original implementation of CREStereo can be found
release_assets.json CHANGED
@@ -1,25 +1,19 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
- "litert": "1.4.2"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-tflite-float.zip"
11
  },
12
  "qnn_dlc": {
13
  "tool_versions": {
14
  "qairt": "2.45.0.260326154327"
15
  },
16
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-qnn_dlc-float.zip"
17
- },
18
- "onnx": {
19
- "tool_versions": {
20
- "onnx_runtime": "1.24.3"
21
- },
22
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-onnx-float.zip"
23
  }
24
  }
25
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
+ "litert": "1.4.3"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.53.0/crestereo-tflite-float.zip"
11
  },
12
  "qnn_dlc": {
13
  "tool_versions": {
14
  "qairt": "2.45.0.260326154327"
15
  },
16
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.53.0/crestereo-qnn_dlc-float.zip"
 
 
 
 
 
 
17
  }
18
  }
19
  }