JPEG Encoder problem on Jetson Orin NX
還沒有人認領這個 Issue。
評估
- 難度
- 4/5
- 預估耗時
- 3-5 天
- 新手友好度
- 35/100
- Issue 類型
- 缺陷
- 描述清晰度
- 需要釐清
- 活躍度
- 停滯
研究方向
首先在搭載 JetPack 6.1 的 Jetson Orin NX 上執行 Python 最小可重現範例,然後檢查日誌中提到的 extensions/nvjpeg/cuda_encoder.cpp 第 279 行。比較 HW_GPU_ONLY 和預設後端的失敗情況,並驗證在 Jetson 平台上從 CuPy 影像進行 JPEG 編碼是否成功。
由索引模型根據 Issue 內容生成。
描述
Version
0.6.0.32
Describe the bug.
Hello, dear developers.
Thank you for a solution that is very valuable for the Nvidia ecosystem.
I try to save a CuPy-allocated image with the Encoder. The same source code works just fine on dGPU.
Minimum reproducible example
from nvidia import nvimgcodec
import cupy as cp
codec = nvimgcodec.Encoder(backends=[nvimgcodec.Backend(nvimgcodec.BackendKind.HW_GPU_ONLY)])
encode_params = nvimgcodec.EncodeParams(
quality_type=nvimgcodec.QualityType.QUALITY, quality_value=95
)
cupy_image = cp.zeros((1280, 720, 3), dtype=cp.uint8)
codec.write(
f'screenshot.jpg',
nvimgcodec.as_image(cupy_image),
'jpeg',
params=encode_params
)
Environment details
JetPack 6.1
DeepStream 7.0 is working well with NVJPEG
Relevant log output
[INFO] [nvimgcodec] Registering extension nvimgcodec_builtin_parsers version:0.6.0
[INFO] [nvimgcodec] Framework is registering parser (id:bmp_parser codec:bmp)
[INFO] [nvimgcodec] Codec bmp not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:jpeg_parser codec:jpeg)
[INFO] [nvimgcodec] Codec jpeg not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:jpeg2k_parser codec:jpeg2k)
[INFO] [nvimgcodec] Codec jpeg2k not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:png_parser codec:png)
[INFO] [nvimgcodec] Codec png not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:pnm_parser codec:pnm)
[INFO] [nvimgcodec] Codec pnm not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:tiff_parser codec:tiff)
[INFO] [nvimgcodec] Codec tiff not yet registered, registering for first time
[INFO] [nvimgcodec] Framework is registering parser (id:webp_parser codec:webp)
[INFO] [nvimgcodec] Codec webp not yet registered, registering for first time
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvtiff_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension nvtiff_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering decoder (id:nvtiff_cuda_decoder codec:tiff)
[INFO] [nvimgcodec] Framework is registering encoder (id:nvtiff_cuda_encoder codec:tiff)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libjpeg_turbo_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension libjpeg_turbo_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering decoder (id:libjpeg_turbo_decoder codec:jpeg)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvjpeg_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension nvjpeg_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering encoder (id:nvjpeg_cuda_encoder codec:jpeg)
[INFO] [nvjpeg-ext] HW decoder not supported by this platform. Skip.
[INFO] [nvimgcodec] Framework is registering decoder (id:nvjpeg_cuda_decoder codec:jpeg)
[INFO] [nvimgcodec] Framework is registering decoder (id:nvjpeg_lossless_decoder codec:jpeg)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvpnm_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension nvpnm_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering encoder (id:nvpnm_encoder codec:pnm)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libtiff_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension libtiff_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering decoder (id:libtiff_decoder codec:tiff)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libopencv_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension opencv_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_jpeg_decoder codec:jpeg)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_jpeg2k_decoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_png_decoder codec:png)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_bmp_decoder codec:bmp)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_pnm_decoder codec:pnm)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_tiff_decoder codec:tiff)
[INFO] [nvimgcodec] Framework is registering decoder (id:opencv_webp_decoder codec:webp)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_jpeg_encoder codec:jpeg)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_jpeg2k_encoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_png_encoder codec:png)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_bmp_encoder codec:bmp)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_pnm_encoder codec:pnm)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_tiff_encoder codec:tiff)
[INFO] [nvimgcodec] Framework is registering encoder (id:opencv_webp_encoder codec:webp)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvbmp_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension nvbmp_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering encoder (id:nvbmp_encoder codec:bmp)
[INFO] [nvimgcodec] Framework is registering decoder (id:nvbmp_decoder codec:bmp)
[INFO] [nvimgcodec] Loading extension module: /home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvjpeg2k_ext.so.0.6.0
[INFO] [nvimgcodec] Registering extension nvjpeg2k_extension version:0.6.0
[INFO] [nvimgcodec] Framework is registering encoder (id:nvjpeg2k_encoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is registering decoder (id:nvjpeg2k_decoder codec:jpeg2k)
[INFO] [nvimgcodec] Requested num_threads=0, cpu_cores_count=8, selected num_threads=7
[INFO] [nvimgcodec] encode num_samples=1
[INFO] [nvimgcodec] Sample #0 can't be processed
[WARNING] [pynvimgcodec] Something went wrong during encoding image #0 there will be None on corresponding output position
[INFO] [nvimgcodec] Unregistering extension libjpeg_turbo_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering decoder (id:libjpeg_turbo_decoder codec:jpeg)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libjpeg_turbo_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension libtiff_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering decoder (id:libtiff_decoder codec:tiff)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libtiff_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension nvbmp_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering encoder (id:nvbmp_encoder codec:bmp)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:nvbmp_decoder codec:bmp)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvbmp_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension nvimgcodec_builtin_parsers version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering parser (id:bmp_parser codec:bmp)
[INFO] [nvimgcodec] Framework is unregistering parser (id:jpeg_parser codec:jpeg)
[INFO] [nvimgcodec] Framework is unregistering parser (id:jpeg2k_parser codec:jpeg2k)
[INFO] [nvimgcodec] Framework is unregistering parser (id:png_parser codec:png)
[INFO] [nvimgcodec] Framework is unregistering parser (id:pnm_parser codec:pnm)
[INFO] [nvimgcodec] Framework is unregistering parser (id:tiff_parser codec:tiff)
[INFO] [nvimgcodec] Framework is unregistering parser (id:webp_parser codec:webp)
[INFO] [nvimgcodec] Unregistering extension nvjpeg2k_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering encoder (id:nvjpeg2k_encoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:nvjpeg2k_decoder codec:jpeg2k)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvjpeg2k_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension nvjpeg_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering encoder (id:nvjpeg_cuda_encoder codec:jpeg)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:nvjpeg_cuda_decoder codec:jpeg)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:nvjpeg_lossless_decoder codec:jpeg)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvjpeg_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension nvpnm_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering encoder (id:nvpnm_encoder codec:pnm)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvpnm_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension nvtiff_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering decoder (id:nvtiff_cuda_decoder codec:tiff)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:nvtiff_cuda_encoder codec:tiff)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libnvtiff_ext.so.0.6.0
[INFO] [nvimgcodec] Unregistering extension opencv_extension version:0.6.0
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_jpeg_decoder codec:jpeg)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_jpeg2k_decoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_png_decoder codec:png)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_bmp_decoder codec:bmp)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_pnm_decoder codec:pnm)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_tiff_decoder codec:tiff)
[INFO] [nvimgcodec] Framework is unregistering decoder (id:opencv_webp_decoder codec:webp)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_jpeg_encoder codec:jpeg)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_jpeg2k_encoder codec:jpeg2k)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_png_encoder codec:png)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_bmp_encoder codec:bmp)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_pnm_encoder codec:pnm)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_tiff_encoder codec:tiff)
[INFO] [nvimgcodec] Framework is unregistering encoder (id:opencv_webp_encoder codec:webp)
[INFO] [nvimgcodec] Unloading extension module:/home/administrator/.local/lib/python3.10/site-packages/nvidia/nvimgcodec/extensions/libopencv_ext.so.0.6.0
Other/Misc.
without specifying backend:
[ERROR] [nvjpeg_cuda_encoder] Could not create nvjpeg encoder - nvjpeg error #9 (implementation not supported) when running nvjpegCreateEx(NVJPEG_BACKEND_DEFAULT, nullptr, nullptr, 0, &handle_) at /home/jenkins/agent/workspace/nvimagecodec/helpers/release_v0.6.0/Release_12/build/extensions/nvjpeg/cuda_encoder.cpp:279
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