From e0f98f5ff48a656ba96d8d0f5648f6919356afae Mon Sep 17 00:00:00 2001 From: wk-mnA Date: Thu, 30 May 2024 20:21:51 +0900 Subject: [PATCH] Supported DRP-AI TVM v2.2.1 for RZ/V2H. --- R01_object_detection/README.md | 44 ++++++------ R01_object_detection/exe_v2h/object_detection | Bin 1011224 -> 1011976 bytes .../exe_v2h/yolov3_onnx/deploy.json | 8 +-- .../yolov3_onnx/preprocess/addr_map.txt | 14 ++-- .../yolov3_onnx/preprocess/aimac_desc.bin | Bin 80 -> 80 bytes .../preprocess/aimac_param_desc.bin | Bin 16 -> 16 bytes .../yolov3_onnx/preprocess/drp_config.mem | Bin 998336 -> 982544 bytes .../yolov3_onnx/preprocess/drp_desc.bin | Bin 272 -> 272 bytes .../exe_v2h/yolov3_onnx_fhd/deploy.json | 8 +-- .../yolov3_onnx_fhd/preprocess/addr_map.txt | 14 ++-- .../yolov3_onnx_fhd/preprocess/aimac_desc.bin | Bin 80 -> 80 bytes .../preprocess/aimac_param_desc.bin | Bin 16 -> 16 bytes .../yolov3_onnx_fhd/preprocess/drp_config.mem | Bin 998336 -> 982544 bytes .../yolov3_onnx_fhd/preprocess/drp_desc.bin | Bin 272 -> 272 bytes R01_object_detection/img/objectdetection.png | Bin 914069 -> 1908780 bytes .../img/objectdetection_v2h.jpg | Bin 0 -> 302218 bytes .../img/objectdetection_v2h.png | Bin 1802160 -> 0 bytes .../src_v2h/MeraDrpRuntimeWrapper.cpp | 22 +++++- .../src_v2h/MeraDrpRuntimeWrapper.h | 4 +- R01_object_detection/src_v2h/PreRuntime.h | 2 +- .../src_v2h/PreRuntimeV2H.cpp | 2 +- R01_object_detection/src_v2h/define.h | 13 +--- R01_object_detection/src_v2h/main.cpp | 67 ++++-------------- 23 files changed, 85 insertions(+), 113 deletions(-) create mode 100755 R01_object_detection/img/objectdetection_v2h.jpg delete mode 100755 R01_object_detection/img/objectdetection_v2h.png diff --git a/R01_object_detection/README.md b/R01_object_detection/README.md index ca56d02..632fb0b 100755 --- a/R01_object_detection/README.md +++ b/R01_object_detection/README.md @@ -91,7 +91,7 @@ The AI model used for the sample application is [YOLOV3](https://arxiv.org/pdf/1 microSD card Used as the filesystem.
- Must have over 4GB capacity of blank space.
+ Must have over 16GB capacity of blank space.
Operating Environment: Transcend UHS-I microSD 300S 16GB @@ -224,10 +224,10 @@ Replace each variable according to your board. cd ${PROJECT_PATH}/R01_object_detection//yolov3_onnx wget / ``` - |Board | `EXE_DIR` |`SO_FILE` |`URL` | - |:---|:---|:---|:---| - |RZ/V2L EVK|[exe_v2l](./exe_v2l) |`R01_object_detection_deploy_tvm-v111.so` |[Release v2.00](https://github.com/renesas-rz/rzv_ai_sdk/releases/tag/v2.00/) | - |RZ/V2H EVK|[exe_v2h](./exe_v2h) |`R01_object_detection_deploy_tvm_v2h-v210.so` |[Release v3.00](https://github.com/renesas-rz/rzv_ai_sdk/releases/tag/v3.00/) | + |Board | `EXE_DIR` |`URL` |`SO_FILE` |File Location | + |:---|:---|:---|:---|:---| + |RZ/V2L EVK|[exe_v2l](./exe_v2l) |`https://github.com/renesas-rz/rzv_ai_sdk/releases/download/v2.00/` |`R01_object_detection_deploy_tvm-v111.so` |[Release v2.00](https://github.com/renesas-rz/rzv_ai_sdk/releases/tag/v2.00/) | + |RZ/V2H EVK|[exe_v2h](./exe_v2h) |`https://github.com/renesas-rz/rzv_ai_sdk/releases/download/v4.00/` |`R01_object_detection_deploy_tvm_v2h-v221.so` |[Release v4.00](https://github.com/renesas-rz/rzv_ai_sdk/releases/tag/v4.00/) | - E.g., for RZ/V2L EVK, use following commands. ```sh @@ -247,20 +247,20 @@ Replace each variable according to your board. 4. Check if `libtvm_runtime.so` exists under `/usr/lib64` directory of the rootfs (SD card) on the board. 5. Folder structure in the rootfs (SD Card) would look like: - ```sh - ├── usr/ - │ └── lib64/ - │ └── libtvm_runtime.so - └── home/ - └── root/ - └── tvm/ - ├── yolov3_onnx/ - │ ├── preprocess - │ ├── deploy.json - │ ├── deploy.params - │ └── deploy.so - ├── coco-labels-2014_2017.txt - └── object_detection + ``` + |-- usr/ + | `-- lib64/ + | `-- libtvm_runtime.so + `-- home/ + `-- root/ + `-- tvm/ + |-- yolov3_onnx/ + | |-- preprocess + | |-- deploy.json + | |-- deploy.params + | `-- deploy.so + |-- coco-labels-2014_2017.txt + `-- object_detection ``` >**Note:** The directory name could be anything instead of `tvm`. If you copy the whole `EXE_DIR` folder on the board, you are not required to rename it `tvm`. @@ -287,7 +287,7 @@ After completion of the guide, the user is expected of following things. |RZ/V2L EVK | RZ/V2H EVK | |:---|:---| - || | + || | On application window, following information is displayed. - Camera capture @@ -314,7 +314,7 @@ Output3 size: 1x52x52x255 |Board | AI inference time| |:---|:---| |RZ/V2L EVK| Approximately 430ms | -|RZ/V2H EVK | Approximately 40ms | +|RZ/V2H EVK | Approximately 30ms | ### Processing @@ -350,4 +350,4 @@ For AI model, see following directory.. |Board | AI Model | License directory| |:---|:---|:---| |RZ/V2L EVK| YOLOv3 | `exe_v2l/licenses` | -|RZ/V2H EVK | YOLOv3 | `exe_v2h/licenses` | \ No newline at end of file +|RZ/V2H EVK | YOLOv3 | `exe_v2h/licenses` | diff --git a/R01_object_detection/exe_v2h/object_detection b/R01_object_detection/exe_v2h/object_detection index 16de0b187d8aa8bc78f6ff142d1c9f9dbf171029..928452947a3843c12bc01b7ebada2d9430871060 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iVptf;{~ongXZMv%Y;zKPGY0FmVq`~Uy| delta 78 zcmbQhG=YhWfr&wofj5fbhT=pnDW(SRiE47}H}v8eGMrc@a!a!A@Xlm#n5Zeu?ogP_ b@Ie?P#`FWM$e=ZyVZvcXkbr^D#AjLn-su#I diff --git a/R01_object_detection/exe_v2h/yolov3_onnx_fhd/deploy.json b/R01_object_detection/exe_v2h/yolov3_onnx_fhd/deploy.json index 7d1ceb3..b8df01e 100755 --- a/R01_object_detection/exe_v2h/yolov3_onnx_fhd/deploy.json +++ b/R01_object_detection/exe_v2h/yolov3_onnx_fhd/deploy.json @@ -7,14 +7,14 @@ }, { "op": "tvm_op", - "name": "tvmgen_default_tvmgen_default_tvmgen_default_mera_drp_main_0", + "name": "tvmgen_default_tvmgen_default_mera_drp_main_0", "attrs": { "flatten_data": "0", - "func_name": "tvmgen_default_tvmgen_default_tvmgen_default_mera_drp_main_0", - "hash": "8204a5bc4fae0685", + "func_name": "tvmgen_default_tvmgen_default_mera_drp_main_0", + "hash": "eb1640a6874236c6", "num_outputs": "3", "num_inputs": "1", - "global_symbol": "tvmgen_default_tvmgen_default_tvmgen_default_mera_drp_main_0", + "global_symbol": "tvmgen_default_tvmgen_default_mera_drp_main_0", "Compiler": "mera_drp" }, "inputs": [ diff --git a/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/addr_map.txt b/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/addr_map.txt index 7888f92..6d6b5d2 100755 --- a/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/addr_map.txt +++ b/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/addr_map.txt @@ -3,10 +3,10 @@ data a8c000 279c00 data_out d05c00 1fb000 work f00c00 80 weight f00c80 80 -drp_config f00d00 f3bc0 -aimac_param_cmd ff48c0 20 -aimac_param_desc ff4900 10 -aimac_cmd ff4940 180 -aimac_desc ff4ac0 50 -drp_param ff4b80 f0 -drp_desc ff4c80 110 +drp_config f00d00 efe10 +aimac_param_cmd ff0b40 20 +aimac_param_desc ff0b80 10 +aimac_cmd ff0bc0 180 +aimac_desc ff0d40 50 +drp_param ff0e00 f0 +drp_desc ff0f00 110 diff --git a/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/aimac_desc.bin b/R01_object_detection/exe_v2h/yolov3_onnx_fhd/preprocess/aimac_desc.bin 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