Library Version Compatibility Issues When Running run.py

[Su-Jiaqi]

Hi,

I’d like to ask: what are the correct versions I should be using for mmcv, mmdet-full, mmdet3d, gradio, as well as PyTorch and CUDA?

Right now, I’ve successfully run the GUI demo, but when I try to run the following command:

cd ${ROOT}
python demo/run.py resume_from_checkpoint=magicdrive-log/SDv1.5mv-rawbox_2023-09-07_18-39_224x400

I keep encountering library version conflicts. Could you please clarify the recommended or working version combinations?

Thanks!

[Su-Jiaqi]

it would always comes up with this:

(mdrive)~/MagicDrive$ python demo/run.py \
>     resume_from_checkpoint=pretrained/SDv1.5mv-rawbox_2023-09-07_18-39_224x400 \
>     ++runner.enable_xformers_memory_efficient_attention=false
╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
│ //MagicDrive/demo/run.py:18 in <module>                                              │
│                                                                                                  │
│    15 # fmt: on                                                                                  │
│    16                                                                                            │
│    17 sys.path.append(".")  # noqa                                                               │
│ ❱  18 from magicdrive.runner.utils import concat_6_views                                         │
│    19 from magicdrive.misc.test_utils import (                                                   │
│    20 │   prepare_all, run_one_batch                                                             │
│    21 )                                                                                          │
│                                                                                                  │
MagicDrive/./magicdrive/runner/utils.py:10 in <module>                             │
│                                                                                                  │
│    7 from accelerate.scheduler import AcceleratedScheduler                                       │
│    8                                                                                             │
│    9 from magicdrive.runner.map_visualizer import *                                              │
│ ❱ 10 from magicdrive.runner.box_visualizer import *                                              │
│   11 from magicdrive.runner.img_utils import *                                                   │
│   12                                                                                             │
│   13                                                                                             │

/MagicDrive/./magicdrive/runner/box_visualizer.py:13 in <module>                    │
│                                                                                                  │
│    10 import torch                                                                               │
│    11 from accelerate.scheduler import AcceleratedScheduler                                      │
│    12                                                                                            │
│ ❱  13 from mmdet3d.core.bbox import LiDARInstance3DBoxes                                         │
│    14 from mmdet3d.core.utils import visualize_camera                                            │
│    15                                                                                            │
│    16                                                                                            │
│                                                                                                  │
/miniconda3/envs/mdrive/lib/python3.8/site-packages/mmdet3d/__init__.py:21 in       │
│ <module>                                                                                         │
│                                                                                                  │
│   18 mmdet_maximum_version = '3.1.0'                                                             │
│   19 mmdet_version = digit_version(mmdet.__version__)                                            │
│   20                                                                                             │
│ ❱ 21 assert (mmcv_version >= digit_version(mmcv_minimum_version)                                 │
│   22 │   │   and mmcv_version < digit_version(mmcv_maximum_version)), \                          │
│   23 │   f'MMCV=={mmcv.__version__} is used but incompatible. ' \                                │
│   24 │   f'Please install mmcv>={mmcv_minimum_version}, <{mmcv_maximum_version}.'                │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
AssertionError: MMCV==1.4.5 is used but incompatible. Please install mmcv>=2.0.0rc4, <2.1.0.

[github-actions]

This issue is stale because it has been open for 7 days with no activity. If you do not have any follow-ups, the issue will be closed soon.

[facethewindha]

it would always comes up with this:

(mdrive)~/MagicDrive$ python demo/run.py \
>     resume_from_checkpoint=pretrained/SDv1.5mv-rawbox_2023-09-07_18-39_224x400 \
>     ++runner.enable_xformers_memory_efficient_attention=false
╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
│ //MagicDrive/demo/run.py:18 in <module>                                              │
│                                                                                                  │
│    15 # fmt: on                                                                                  │
│    16                                                                                            │
│    17 sys.path.append(".")  # noqa                                                               │
│ ❱  18 from magicdrive.runner.utils import concat_6_views                                         │
│    19 from magicdrive.misc.test_utils import (                                                   │
│    20 │   prepare_all, run_one_batch                                                             │
│    21 )                                                                                          │
│                                                                                                  │
MagicDrive/./magicdrive/runner/utils.py:10 in <module>                             │
│                                                                                                  │
│    7 from accelerate.scheduler import AcceleratedScheduler                                       │
│    8                                                                                             │
│    9 from magicdrive.runner.map_visualizer import *                                              │
│ ❱ 10 from magicdrive.runner.box_visualizer import *                                              │
│   11 from magicdrive.runner.img_utils import *                                                   │
│   12                                                                                             │
│   13                                                                                             │

/MagicDrive/./magicdrive/runner/box_visualizer.py:13 in <module>                    │
│                                                                                                  │
│    10 import torch                                                                               │
│    11 from accelerate.scheduler import AcceleratedScheduler                                      │
│    12                                                                                            │
│ ❱  13 from mmdet3d.core.bbox import LiDARInstance3DBoxes                                         │
│    14 from mmdet3d.core.utils import visualize_camera                                            │
│    15                                                                                            │
│    16                                                                                            │
│                                                                                                  │
/miniconda3/envs/mdrive/lib/python3.8/site-packages/mmdet3d/__init__.py:21 in       │
│ <module>                                                                                         │
│                                                                                                  │
│   18 mmdet_maximum_version = '3.1.0'                                                             │
│   19 mmdet_version = digit_version(mmdet.__version__)                                            │
│   20                                                                                             │
│ ❱ 21 assert (mmcv_version >= digit_version(mmcv_minimum_version)                                 │
│   22 │   │   and mmcv_version < digit_version(mmcv_maximum_version)), \                          │
│   23 │   f'MMCV=={mmcv.__version__} is used but incompatible. ' \                                │
│   24 │   f'Please install mmcv>={mmcv_minimum_version}, <{mmcv_maximum_version}.'                │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
AssertionError: MMCV==1.4.5 is used but incompatible. Please install mmcv>=2.0.0rc4, <2.1.0.

Hi,

I’d like to ask: what are the correct versions I should be using for mmcv, mmdet-full, mmdet3d, gradio, as well as PyTorch and CUDA?

Right now, I’ve successfully run the GUI demo, but when I try to run the following command:

cd ${ROOT}
python demo/run.py resume_from_checkpoint=magicdrive-log/SDv1.5mv-rawbox_2023-09-07_18-39_224x400

I keep encountering library version conflicts. Could you please clarify the recommended or working version combinations?

Thanks!

I would like to inquire about your CUDA version, and what version of PyTorch and CUDA you have installed. When you run the GUI, is it sufficient to just install gui.txt

[flymin]

Please install mmdet3d from third-party/bevfusion if you need it.

[github-actions]

This issue is stale because it has been open for 7 days with no activity. If you do not have any follow-ups, the issue will be closed soon.