Hugging Face's logo

qualcomm
/
BEVDet

Other
PyTorch
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
743a230
·
verified ·
1 Parent(s): ae39eda

v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (3) hide show
  1. BEVDet_float.onnx.zip +1 -1
  2. BEVDet_w8a16_mixed_fp16.onnx.zip +2 -2
  3. README.md +21 -22
BEVDet_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a1a3362328904d8662403533121c20484f41d392bd79fcf3cbe2efe6a99e49b3
3
  size 166003907
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b471306761f0945db96c0b84bfa3ead00b1b5e947c51bc41d7d543d679c12e30
3
  size 166003907
BEVDet_w8a16_mixed_fp16.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8f4077acd414f748ce356338a7981df087f9246afd5b3011441a6d0df593cc3a
3
- size 80584100
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a333e086f36aa98033dec871f919c8a1948d24dcaec5633be1289c17e8681a8d
3
+ size 80586040
README.md CHANGED
@@ -35,28 +35,27 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | BEVDet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3064.972 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
39
- | BEVDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2374.073 ms | 128 - 151 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
40
- | BEVDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2013.948 ms | 129 - 133 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
41
- | BEVDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2442.08 ms | 296 - 298 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
42
- | BEVDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2978.467 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
43
- | BEVDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3064.972 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
44
- | BEVDet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2052.541 ms | 123 - 126 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
45
- | BEVDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2014.992 ms | 129 - 144 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
46
- | BEVDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1983.043 ms | 128 - 132 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
47
- | BEVDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2978.467 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
48
- | BEVDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1704.32 ms | 125 - 150 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
49
- | BEVDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1962.557 ms | 297 - 318 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
50
- | BEVDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1456.285 ms | 95 - 111 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
51
- | BEVDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1511.122 ms | 261 - 273 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
52
- | BEVDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1056.306 ms | 106 - 119 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
53
- | BEVDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1468.772 ms | 282 - 293 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
54
- | BEVDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1097.179 ms | 333 - 333 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
55
- | BEVDet | w8a16_mixed_fp16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2468.07 ms | 377 - 382 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
56
- | BEVDet | w8a16_mixed_fp16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2296.049 ms | 379 - 405 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
57
- | BEVDet | w8a16_mixed_fp16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1708.893 ms | 332 - 350 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
58
- | BEVDet | w8a16_mixed_fp16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1681.128 ms | 307 - 321 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
59
- | BEVDet | w8a16_mixed_fp16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1121.352 ms | 604 - 604 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
60
 
61
 
62
 
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | BEVDet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3063.2 ms | 129 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
39
+ | BEVDet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2331.288 ms | 129 - 158 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
40
+ | BEVDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1950.088 ms | 124 - 127 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
41
+ | BEVDet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2337.936 ms | 294 - 297 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
42
+ | BEVDet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2505.689 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
43
+ | BEVDet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3063.2 ms | 129 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
44
+ | BEVDet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2019.414 ms | 129 - 144 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
45
+ | BEVDet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2045.348 ms | 125 - 128 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
46
+ | BEVDet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2505.689 ms | 128 - 140 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
47
+ | BEVDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1566.123 ms | 123 - 147 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
48
+ | BEVDet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1957.079 ms | 297 - 318 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
49
+ | BEVDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1292.485 ms | 96 - 116 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
50
+ | BEVDet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1539.227 ms | 268 - 283 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
51
+ | BEVDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1097.276 ms | 110 - 123 MB | CPU | [BEVDet.tflite](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.tflite) |
52
+ | BEVDet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1512.926 ms | 284 - 295 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
53
+ | BEVDet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 682.876 ms | 598 - 598 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet.onnx.zip) |
54
+ | BEVDet | w8a16_mixed_fp16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2515.421 ms | 316 - 337 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
55
+ | BEVDet | w8a16_mixed_fp16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2569.008 ms | 275 - 301 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
56
+ | BEVDet | w8a16_mixed_fp16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1728.556 ms | 290 - 304 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
57
+ | BEVDet | w8a16_mixed_fp16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1646.027 ms | 314 - 328 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
58
+ | BEVDet | w8a16_mixed_fp16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 774.725 ms | 1108 - 1108 MB | CPU | [BEVDet.onnx.zip](https://huggingface.co/qualcomm/BEVDet/blob/main/BEVDet_w8a16_mixed_fp16.onnx.zip) |
 
59
 
60
 
61