old version .10.0 is installed with pytorch 2.0

[rbavery]

Solution to issue cannot be found in the documentation.

• I checked the documentation.

Issue

See conda-forge/pytorch-cpu-feedstock#165

I had a working conda environment that now breaks when I import torchvision due to the following error

---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
Cell In[6], line 2
      1 model_path = "/slickformer/data/models/2023_02_18_00_38_07_4cls_rn152_pr512_px1024_1440min_maskrcnn_scripting_cpu_model.pt"
----> 2 scripted_model = torch.jit.load(model_path)

File ~/mambaforge/envs/slickformer/lib/python3.9/site-packages/torch/jit/_serialization.py:162, in load(f, map_location, _extra_files, _restore_shapes)
    160 cu = torch._C.CompilationUnit()
    161 if isinstance(f, (str, pathlib.Path)):
--> 162     cpp_module = torch._C.import_ir_module(cu, str(f), map_location, _extra_files, _restore_shapes)  # type: ignore[call-arg]
    163 else:
    164     cpp_module = torch._C.import_ir_module_from_buffer(
    165         cu, f.read(), map_location, _extra_files, _restore_shapes
    166     )  # type: ignore[call-arg]

RuntimeError: 
Unknown builtin op: torchvision::nms.
Could not find any similar ops to torchvision::nms. This op may not exist or may not be currently supported in TorchScript.
:
  File "code/__torch__/torchvision/ops/boxes.py", line 148
  _61 = __torch__.torchvision.extension._assert_has_ops
  _62 = _61()
  _63 = ops.torchvision.nms(boxes, scores, iou_threshold)
        ~~~~~~~~~~~~~~~~~~~ <--- HERE
  return _63
'nms' is being compiled since it was called from '_batched_nms_vanilla'
  File "/root/work/.ice-env/lib/python3.9/site-packages/torchvision/ops/boxes.py", line 102
    for class_id in torch.unique(idxs):
        curr_indices = torch.where(idxs == class_id)[0]
        curr_keep_indices = nms(boxes[curr_indices], scores[curr_indices], iou_threshold)
                            ~~~ <--- HERE
        keep_mask[curr_indices[curr_keep_indices]] = True
    keep_indices = torch.where(keep_mask)[0]
Serialized   File "code/__torch__/torchvision/ops/boxes.py", line 77
    _28 = torch.index(boxes, _27)
    _29 = annotate(List[Optional[Tensor]], [curr_indices])
    curr_keep_indices = __torch__.torchvision.ops.boxes.nms(_28, torch.index(scores, _29), iou_threshold, )
    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    _30 = annotate(List[Optional[Tensor]], [curr_keep_indices])
    _31 = torch.index(curr_indices, _30)
'_batched_nms_vanilla' is being compiled since it was called from 'batched_nms'
Serialized   File "code/__torch__/torchvision/ops/boxes.py", line 35
    idxs: Tensor,
    iou_threshold: float) -> Tensor:
  _9 = __torch__.torchvision.ops.boxes._batched_nms_vanilla
  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <--- HERE
  _10 = __torch__.torchvision.ops.boxes._batched_nms_coordinate_trick
  if torch.gt(torch.numel(boxes), 4000):
'batched_nms' is being compiled since it was called from 'RegionProposalNetwork.filter_proposals'
Serialized   File "code/__torch__/torchvision/models/detection/rpn.py", line 72
    _11 = __torch__.torchvision.ops.boxes.clip_boxes_to_image
    _12 = __torch__.torchvision.ops.boxes.remove_small_boxes
    _13 = __torch__.torchvision.ops.boxes.batched_nms
    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    num_images = (torch.size(proposals))[0]
    device = ops.prim.device(proposals)
'RegionProposalNetwork.filter_proposals' is being compiled since it was called from 'RegionProposalNetwork.forward'
  File "/root/work/.ice-env/lib/python3.9/site-packages/torchvision/models/detection/rpn.py", line 356
        proposals = self.box_coder.decode(pred_bbox_deltas.detach(), anchors)
        proposals = proposals.view(num_images, -1, 4)
        boxes, scores = self.filter_proposals(proposals, objectness, images.image_sizes, num_anchors_per_level)
                        ~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    
        losses = {}
Serialized   File "code/__torch__/torchvision/models/detection/rpn.py", line 43
    proposals0 = torch.view(proposals, [num_images, -1, 4])
    image_sizes = images.image_sizes
    _8 = (self).filter_proposals(proposals0, objectness0, image_sizes, num_anchors_per_level, )
                                                                       ~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    boxes, scores, = _8
    losses = annotate(Dict[str, Tensor], {})

So I tried to switch fully to conda-forge channel without mixing the pytorch channel in once I saw that pytorchhad updated to 2.0 for conda forge. But I still get the same error above with this environment

name: slickformer
channels:
    - conda-forge
    - nvidia
dependencies:
    - albumentations
    - black
    - boto3
    - dask
    - distributed
    - gcc
    - graphviz
    - httpx
    - hydra-core
    - ipykernel
    - jpeg
    - libpng
    - matplotlib
    - opencv
    - pandas
    - pip
    - python-graphviz
    - pytorch==2.0
    - pytorch-lightning==2.0
    - cudatoolkit==11.7
    - pystac-client
    - rasterio
    - rioxarray
    - scikit-image
    - scikit-learn
    - scipy
    - seaborn
    - tensorboard
    - timm
    - torchdata==0.6
    - torchvision
    - torchmetrics
    - transformers
    - xbatcher
    - zen3geo
    - pip:
        - git+https://github.com/cocodataset/panopticapi.git@7bb4655548f98f3fedc07bf37e9040a992b054b0
        - git+https://github.com/waspinator/[email protected]
        - rio-cogeo
        - rio-tiler-pds

Installed packages

this is for the conda-forge environment without the pytorch channel


# packages in environment at /root/mambaforge/envs/slickformer:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                  2_kmp_llvm    conda-forge
absl-py                   1.4.0              pyhd8ed1ab_0    conda-forge
affine                    2.4.0              pyhd8ed1ab_0    conda-forge
aiohttp                   3.7.4.post0      py39h3811e60_1    conda-forge
albumentations            1.3.0              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.8                h166bdaf_0    conda-forge
antlr-python-runtime      4.9.3              pyhd8ed1ab_1    conda-forge
anyio                     3.6.2              pyhd8ed1ab_0    conda-forge
aom                       3.5.0                h27087fc_0    conda-forge
arrow-cpp                 11.0.0          ha770c72_13_cpu    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
async-timeout             3.0.1                   py_1000    conda-forge
atk-1.0                   2.38.0               hd4edc92_1    conda-forge
attr                      2.5.1                h166bdaf_1    conda-forge
attrs                     22.2.0             pyh71513ae_0    conda-forge
aws-c-auth                0.6.26               hf365957_1    conda-forge
aws-c-cal                 0.5.21               h48707d8_2    conda-forge
aws-c-common              0.8.14               h0b41bf4_0    conda-forge
aws-c-compression         0.2.16               h03acc5a_5    conda-forge
aws-c-event-stream        0.2.20               h00877a2_4    conda-forge
aws-c-http                0.7.6                hf342b9f_0    conda-forge
aws-c-io                  0.13.19              h5b20300_3    conda-forge
aws-c-mqtt                0.8.6               hc4349f7_12    conda-forge
aws-c-s3                  0.2.7                h909e904_1    conda-forge
aws-c-sdkutils            0.1.8                h03acc5a_0    conda-forge
aws-checksums             0.1.14               h03acc5a_5    conda-forge
aws-crt-cpp               0.19.8              hf7fbfca_12    conda-forge
aws-sdk-cpp               1.10.57              h17c43bd_8    conda-forge
awscli                    1.27.106         py39hf3d152e_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
binutils_impl_linux-64    2.40                 hf600244_0    conda-forge
black                     23.3.0           py39hf3d152e_0    conda-forge
blinker                   1.6                pyhd8ed1ab_0    conda-forge
blosc                     1.21.3               hafa529b_0    conda-forge
bokeh                     2.4.3              pyhd8ed1ab_3    conda-forge
boost-cpp                 1.78.0               h5adbc97_2    conda-forge
boto3                     1.26.106           pyhd8ed1ab_0    conda-forge
botocore                  1.29.106           pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_8    conda-forge
brotli-bin                1.0.9                h166bdaf_8    conda-forge
brotlipy                  0.7.0           py39hb9d737c_1005    conda-forge
brunsli                   0.1                  h9c3ff4c_0    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
c-blosc2                  2.8.0                hf91038e_1    conda-forge
ca-certificates           2022.12.7            ha878542_0    conda-forge
cachetools                5.3.0              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            ha61ee94_1014    conda-forge
certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
ceruleanml                0.1.0                     dev_0    <develop>
cffi                      1.15.1           py39he91dace_3    conda-forge
cfitsio                   4.2.0                hd9d235c_0    conda-forge
chardet                   4.0.0            py39hf3d152e_3    conda-forge
charls                    2.4.1                hcb278e6_0    conda-forge
charset-normalizer        3.1.0              pyhd8ed1ab_0    conda-forge
click                     8.1.3           unix_pyhd8ed1ab_2    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.2              pyhd8ed1ab_1    conda-forge
cloudpickle               2.2.1              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
comm                      0.1.3              pyhd8ed1ab_0    conda-forge
contourpy                 1.0.7            py39h4b4f3f3_0    conda-forge
cryptography              40.0.1           py39h079d5ae_0    conda-forge
cudatoolkit               11.7.0              hd8887f6_11    conda-forge
cudnn                     8.4.1.50             hed8a83a_0    conda-forge
curl                      7.88.1               hdc1c0ab_1    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cytoolz                   0.12.0           py39hb9d737c_1    conda-forge
dask                      2023.3.2           pyhd8ed1ab_0    conda-forge
dask-core                 2023.3.2           pyhd8ed1ab_0    conda-forge
dataclasses               0.8                pyhc8e2a94_3    conda-forge
datasets                  2.11.0             pyhd8ed1ab_0    conda-forge
dav1d                     1.0.0                h166bdaf_1    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.6.7            py39h227be39_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
dill                      0.3.6              pyhd8ed1ab_1    conda-forge
distancerasters           0.3.2                    pypi_0    pypi
distributed               2023.3.2.1         pyhd8ed1ab_0    conda-forge
docutils                  0.16             py39hf3d152e_3    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                hcb278e6_1    conda-forge
ffmpeg                    5.1.2           gpl_h8dda1f0_106    conda-forge
fftw                      3.3.10          nompi_hf0379b8_106    conda-forge
filelock                  3.10.7             pyhd8ed1ab_0    conda-forge
fiona                     1.8.22                   pypi_0    pypi
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h14ed4e7_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.39.3           py39h72bdee0_0    conda-forge
freeglut                  3.2.2                h9c3ff4c_1    conda-forge
freetype                  2.12.1               hca18f0e_1    conda-forge
freexl                    1.0.6                h166bdaf_1    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
fsspec                    2023.3.0           pyhd8ed1ab_1    conda-forge
gcc                       12.2.0              h26027b1_12    conda-forge
gcc_impl_linux-64         12.2.0              hcc96c02_19    conda-forge
gdk-pixbuf                2.42.10              h05c8ddd_0    conda-forge
geos                      3.11.1               h27087fc_0    conda-forge
geotiff                   1.7.1                h7a142b4_6    conda-forge
gettext                   0.21.1               h27087fc_0    conda-forge
gflags                    2.2.2             he1b5a44_1004    conda-forge
giflib                    5.2.1                h0b41bf4_3    conda-forge
glib                      2.74.1               h6239696_1    conda-forge
glib-tools                2.74.1               h6239696_1    conda-forge
glog                      0.6.0                h6f12383_0    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
gmpy2                     2.1.2            py39h376b7d2_1    conda-forge
gnutls                    3.7.8                hf3e180e_0    conda-forge
google-auth               2.17.2             pyh1a96a4e_0    conda-forge
google-auth-oauthlib      0.4.6              pyhd8ed1ab_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
graphviz                  7.1.0                h2e5815a_0    conda-forge
grpcio                    1.52.1           py39h227be39_1    conda-forge
gst-plugins-base          1.22.0               h4243ec0_2    conda-forge
gstreamer                 1.22.0               h25f0c4b_2    conda-forge
gstreamer-orc             0.4.33               h166bdaf_0    conda-forge
gtk2                      2.24.33              h90689f9_2    conda-forge
gts                       0.7.6                h64030ff_2    conda-forge
h11                       0.14.0             pyhd8ed1ab_0    conda-forge
h2                        4.1.0              pyhd8ed1ab_0    conda-forge
harfbuzz                  6.0.0                h8e241bc_0    conda-forge
hdf4                      4.2.15               h9772cbc_5    conda-forge
hdf5                      1.12.2          nompi_h4df4325_101    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
httpcore                  0.16.3             pyhd8ed1ab_0    conda-forge
httpx                     0.23.3             pyhd8ed1ab_0    conda-forge
huggingface_hub           0.13.3             pyhd8ed1ab_0    conda-forge
hydra-core                1.3.2              pyhd8ed1ab_0    conda-forge
hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
icu                       70.1                 h27087fc_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
imagecodecs               2023.1.23        py39hd061359_0    conda-forge
imageio                   2.27.0             pyh24c5eb1_0    conda-forge
importlib-metadata        6.1.0              pyha770c72_0    conda-forge
importlib-resources       5.12.0             pyhd8ed1ab_0    conda-forge
importlib_metadata        6.1.0                hd8ed1ab_0    conda-forge
importlib_resources       5.12.0             pyhd8ed1ab_0    conda-forge
ipykernel                 6.22.0             pyh210e3f2_0    conda-forge
ipython                   8.12.0             pyh41d4057_0    conda-forge
ipywidgets                8.0.6                    pypi_0    pypi
jack                      1.9.22               h11f4161_0    conda-forge
jasper                    2.0.33               h0ff4b12_1    conda-forge
jedi                      0.18.2             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
jmespath                  1.0.1              pyhd8ed1ab_0    conda-forge
joblib                    1.2.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h0b41bf4_3    conda-forge
json-c                    0.16                 hc379101_0    conda-forge
jupyter_client            8.1.0              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.0            py39hf3d152e_0    conda-forge
jupyterlab-widgets        3.0.7                    pypi_0    pypi
jxrlib                    1.1                  h7f98852_2    conda-forge
kealib                    1.5.0                ha7026e8_0    conda-forge
kernel-headers_linux-64   2.6.32              he073ed8_15    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.4            py39hf939315_1    conda-forge
krb5                      1.20.1               h81ceb04_0    conda-forge
lame                      3.100             h166bdaf_1003    conda-forge
lazy_loader               0.2                pyhd8ed1ab_0    conda-forge
lcms2                     2.15                 hfd0df8a_0    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libabseil                 20230125.0      cxx17_hcb278e6_1    conda-forge
libaec                    1.0.6                hcb278e6_1    conda-forge
libarrow                  11.0.0          h93537a5_13_cpu    conda-forge
libavif                   0.11.1               h5cdd6b5_0    conda-forge
libblas                   3.9.0           16_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_8    conda-forge
libbrotlidec              1.0.9                h166bdaf_8    conda-forge
libbrotlienc              1.0.9                h166bdaf_8    conda-forge
libcap                    2.67                 he9d0100_0    conda-forge
libcblas                  3.9.0           16_linux64_openblas    conda-forge
libclang                  15.0.7          default_had23c3d_1    conda-forge
libclang13                15.0.7          default_h3e3d535_1    conda-forge
libcrc32c                 1.1.2                h9c3ff4c_0    conda-forge
libcups                   2.3.3                h36d4200_3    conda-forge
libcurl                   7.88.1               hdc1c0ab_1    conda-forge
libdb                     6.2.32               h9c3ff4c_0    conda-forge
libdeflate                1.17                 h0b41bf4_0    conda-forge
libdrm                    2.4.114              h166bdaf_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               h28343ad_4    conda-forge
libexpat                  2.5.0                hcb278e6_1    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.4.2                h27087fc_0    conda-forge
libgcc-devel_linux-64     12.2.0              h3b97bd3_19    conda-forge
libgcc-ng                 12.2.0              h65d4601_19    conda-forge
libgcrypt                 1.10.1               h166bdaf_0    conda-forge
libgd                     2.3.3                h5aea950_4    conda-forge
libgdal                   3.6.2                h6c674c2_9    conda-forge
libgfortran-ng            12.2.0              h69a702a_19    conda-forge
libgfortran5              12.2.0              h337968e_19    conda-forge
libglib                   2.74.1               h606061b_1    conda-forge
libglu                    9.0.0             he1b5a44_1001    conda-forge
libgomp                   12.2.0              h65d4601_19    conda-forge
libgoogle-cloud           2.8.0                h0bc5f78_1    conda-forge
libgpg-error              1.46                 h620e276_0    conda-forge
libgrpc                   1.52.1               hcf146ea_1    conda-forge
libhwloc                  2.9.0                hd6dc26d_0    conda-forge
libiconv                  1.17                 h166bdaf_0    conda-forge
libidn2                   2.3.4                h166bdaf_0    conda-forge
libkml                    1.3.0             h37653c0_1015    conda-forge
liblapack                 3.9.0           16_linux64_openblas    conda-forge
liblapacke                3.9.0           16_linux64_openblas    conda-forge
libllvm15                 15.0.7               hadd5161_1    conda-forge
libmagma                  2.7.1                hc72dce7_1    conda-forge
libmagma_sparse           2.7.1                hc72dce7_1    conda-forge
libnetcdf                 4.9.1           nompi_h34a3ff0_101    conda-forge
libnghttp2                1.52.0               h61bc06f_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libnuma                   2.0.16               h0b41bf4_1    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.21          pthreads_h78a6416_3    conda-forge
libopencv                 4.7.0            py39hb375605_0    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpciaccess              0.17                 h166bdaf_0    conda-forge
libpng                    1.6.39               h753d276_0    conda-forge
libpq                     15.2                 hb675445_0    conda-forge
libprotobuf               3.21.12              h3eb15da_0    conda-forge
librsvg                   2.54.4               h7abd40a_0    conda-forge
librttopo                 1.1.0               ha49c73b_12    conda-forge
libsanitizer              12.2.0              h46fd767_19    conda-forge
libsndfile                1.2.0                hb75c966_0    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libspatialite             5.0.1               h221c8f1_23    conda-forge
libsqlite                 3.40.0               h753d276_0    conda-forge
libssh2                   1.10.0               hf14f497_3    conda-forge
libstdcxx-ng              12.2.0              h46fd767_19    conda-forge
libsystemd0               253                  h8c4010b_1    conda-forge
libtasn1                  4.19.0               h166bdaf_0    conda-forge
libthrift                 0.18.1               h5e4af38_0    conda-forge
libtiff                   4.5.0                h6adf6a1_2    conda-forge
libtool                   2.4.7                h27087fc_0    conda-forge
libudev1                  253                  h0b41bf4_1    conda-forge
libunistring              0.9.10               h7f98852_0    conda-forge
libutf8proc               2.8.0                h166bdaf_0    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libva                     2.18.0               h0b41bf4_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libvpx                    1.11.0               h9c3ff4c_3    conda-forge
libwebp                   1.2.4                h1daa5a0_1    conda-forge
libwebp-base              1.2.4                h166bdaf_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.5.0                h79f4944_1    conda-forge
libxml2                   2.10.3               hca2bb57_4    conda-forge
libzip                    1.9.2                hc929e4a_1    conda-forge
libzlib                   1.2.13               h166bdaf_4    conda-forge
libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
lightning-utilities       0.8.0              pyhd8ed1ab_0    conda-forge
llvm-openmp               16.0.0               h417c0b6_0    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    conda-forge
lz4                       4.3.2            py39h724f13c_0    conda-forge
lz4-c                     1.9.4                hcb278e6_0    conda-forge
magma                     2.7.1                ha770c72_1    conda-forge
markdown                  3.4.3              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.2            py39h72bdee0_0    conda-forge
matplotlib                3.7.1            py39hf3d152e_0    conda-forge
matplotlib-base           3.7.1            py39he190548_0    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
mkl                       2022.2.1         h84fe81f_16997    conda-forge
morecantile               3.3.0                    pypi_0    pypi
mpc                       1.3.1                hfe3b2da_0    conda-forge
mpfr                      4.2.0                hb012696_0    conda-forge
mpg123                    1.31.3               hcb278e6_0    conda-forge
mpmath                    1.3.0              pyhd8ed1ab_0    conda-forge
msgpack-python            1.0.5            py39h4b4f3f3_0    conda-forge
multidict                 6.0.4            py39h72bdee0_0    conda-forge
multiprocess              0.70.14          py39hb9d737c_3    conda-forge
munch                     2.5.0                    pypi_0    pypi
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mypy_extensions           1.0.0              pyha770c72_0    conda-forge
mysql-common              8.0.32               ha901b37_1    conda-forge
mysql-libs                8.0.32               hd7da12d_1    conda-forge
nccl                      2.14.3.1             h0800d71_0    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
nettle                    3.8.1                hc379101_1    conda-forge
networkx                  3.1                pyhd8ed1ab_0    conda-forge
nspr                      4.35                 h27087fc_0    conda-forge
nss                       3.89                 he45b914_0    conda-forge
numexpr                   2.8.4                    pypi_0    pypi
numpy                     1.24.2           py39h7360e5f_0    conda-forge
oauthlib                  3.2.2              pyhd8ed1ab_0    conda-forge
omegaconf                 2.3.0              pyhd8ed1ab_0    conda-forge
opencv                    4.7.0            py39hf3d152e_0    conda-forge
openh264                  2.3.1                hcb278e6_2    conda-forge
openjpeg                  2.5.0                hfec8fc6_2    conda-forge
openssl                   3.1.0                h0b41bf4_0    conda-forge
orc                       1.8.3                hfdbbad2_0    conda-forge
p11-kit                   0.24.1               hc5aa10d_0    conda-forge
packaging                 23.0               pyhd8ed1ab_0    conda-forge
pandas                    1.5.3            py39h2ad29b5_1    conda-forge
pango                     1.50.14              hd33c08f_0    conda-forge
panopticapi               0.1                      pypi_0    pypi
parquet-cpp               1.5.1                         2    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
partd                     1.3.0              pyhd8ed1ab_0    conda-forge
pathspec                  0.11.1             pyhd8ed1ab_0    conda-forge
patsy                     0.5.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hc3806b6_0    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.4.0            py39h2320bf1_1    conda-forge
pip                       23.0.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
platformdirs              3.2.0              pyhd8ed1ab_0    conda-forge
ply                       3.11                       py_1    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
poppler                   23.03.0              h091648b_0    conda-forge
poppler-data              0.4.12               hd8ed1ab_0    conda-forge
portalocker               2.7.0            py39hf3d152e_0    conda-forge
postgresql                15.2                 h3248436_0    conda-forge
proj                      9.1.1                h8ffa02c_2    conda-forge
prompt-toolkit            3.0.38             pyha770c72_0    conda-forge
prompt_toolkit            3.0.38               hd8ed1ab_0    conda-forge
protobuf                  4.21.12          py39h227be39_0    conda-forge
psutil                    5.9.4            py39hb9d737c_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pulseaudio                16.1                 hcb278e6_3    conda-forge
pulseaudio-client         16.1                 h5195f5e_3    conda-forge
pulseaudio-daemon         16.1                 ha8d29e2_3    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
py-opencv                 4.7.0            py39hcca971b_0    conda-forge
pyarrow                   11.0.0          py39hf0ef2fd_13_cpu    conda-forge
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pycococreatortools        0.2.0                    pypi_0    pypi
pycocotools               2.0.4                    pypi_0    pypi
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pydantic                  1.10.7                   pypi_0    pypi
pygments                  2.14.0             pyhd8ed1ab_0    conda-forge
pyjwt                     2.6.0              pyhd8ed1ab_0    conda-forge
pyopenssl                 23.1.1             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pyproj                    3.5.0            py39hf8a5840_0    conda-forge
pyqt                      5.15.7           py39h5c7b992_3    conda-forge
pyqt5-sip                 12.11.0          py39h227be39_3    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pystac                    1.7.2              pyhd8ed1ab_0    conda-forge
pystac-client             0.6.1              pyhd8ed1ab_0    conda-forge
python                    3.9.16          h2782a2a_0_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-graphviz           0.20.1             pyh22cad53_0    conda-forge
python-xxhash             3.2.0            py39h72bdee0_0    conda-forge
python_abi                3.9                      3_cp39    conda-forge
pytorch                   2.0.0           cuda112py39ha9981d0_200    conda-forge
pytorch-gpu               2.0.0           cuda112py39h9871d0b_200    conda-forge
pytorch-lightning         2.0.0              pyhd8ed1ab_1    conda-forge
pytz                      2023.3             pyhd8ed1ab_0    conda-forge
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pywavelets                1.4.1            py39h389d5f1_0    conda-forge
pyyaml                    5.4.1            py39hb9d737c_4    conda-forge
pyzmq                     25.0.2           py39h0be026e_0    conda-forge
qt-main                   5.15.8               h5d23da1_6    conda-forge
qudida                    0.0.4              pyhd8ed1ab_0    conda-forge
rasterio                  1.3.6            py39h09b1985_0    conda-forge
rasterstats               0.18.0                   pypi_0    pypi
re2                       2023.02.02           hcb278e6_0    conda-forge
readline                  8.2                  h8228510_1    conda-forge
regex                     2023.3.23        py39h72bdee0_0    conda-forge
requests                  2.28.2             pyhd8ed1ab_1    conda-forge
requests-oauthlib         1.3.1              pyhd8ed1ab_0    conda-forge
responses                 0.18.0             pyhd8ed1ab_0    conda-forge
rfc3986                   1.5.0              pyhd8ed1ab_0    conda-forge
rio-cogeo                 3.5.1                    pypi_0    pypi
rio-color                 1.0.4                    pypi_0    pypi
rio-mucho                 1.0.0                    pypi_0    pypi
rio-tiler                 3.1.6                    pypi_0    pypi
rio-tiler-pds             0.7.0                    pypi_0    pypi
rio-toa                   0.3.0                    pypi_0    pypi
rioxarray                 0.14.0             pyhd8ed1ab_1    conda-forge
rsa                       4.7.2              pyh44b312d_0    conda-forge
s2n                       1.3.41               h3358134_0    conda-forge
s3transfer                0.6.0              pyhd8ed1ab_0    conda-forge
sacremoses                0.0.53             pyhd8ed1ab_0    conda-forge
scikit-image              0.20.0           py39h7c7b5a8_0    conda-forge
scikit-learn              1.2.2            py39hd189fd4_1    conda-forge
scipy                     1.9.1                    pypi_0    pypi
seaborn                   0.12.2               hd8ed1ab_0    conda-forge
seaborn-base              0.12.2             pyhd8ed1ab_0    conda-forge
setuptools                67.6.1             pyhd8ed1ab_0    conda-forge
shapely                   2.0.1                    pypi_0    pypi
simplejson                3.19.1                   pypi_0    pypi
sip                       6.7.7            py39h227be39_1    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sleef                     3.5.1                h9b69904_2    conda-forge
snappy                    1.1.10               h9fff704_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
snuggs                    1.4.7                      py_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
sqlite                    3.40.0               h4ff8645_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
statsmodels               0.13.5           py39h2ae25f5_2    conda-forge
svt-av1                   1.4.1                hcb278e6_0    conda-forge
sympy                     1.11.1          pypyh9d50eac_103    conda-forge
sysroot_linux-64          2.12                he073ed8_15    conda-forge
tbb                       2021.8.0             hf52228f_0    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
tensorboard               2.12.0             pyhd8ed1ab_0    conda-forge
tensorboard-data-server   0.7.0            py39h079d5ae_0    conda-forge
tensorboard-plugin-wit    1.8.1              pyhd8ed1ab_0    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tifffile                  2023.3.21          pyhd8ed1ab_0    conda-forge
tiledb                    2.13.2               hd532e3d_0    conda-forge
timm                      0.6.13             pyhd8ed1ab_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
tokenizers                0.13.3           py39h585fa2d_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
torchdata                 0.6.0            py39h6782a12_0    conda-forge
torchmetrics              0.11.4             pyhd8ed1ab_0    conda-forge
torchvision               0.10.1          py39cuda112hc5182df_0_cuda    conda-forge
tornado                   6.2              py39hb9d737c_1    conda-forge
tqdm                      4.65.0             pyhd8ed1ab_1    conda-forge
traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
transformers              4.27.4             pyhd8ed1ab_0    conda-forge
typing-extensions         4.5.0                hd8ed1ab_0    conda-forge
typing_extensions         4.5.0              pyha770c72_0    conda-forge
tzcode                    2023c                h0b41bf4_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
ucx                       1.14.0               h538f049_0    conda-forge
unicodedata2              15.0.0           py39hb9d737c_0    conda-forge
urllib3                   1.26.15            pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
werkzeug                  2.2.3              pyhd8ed1ab_0    conda-forge
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
widgetsnbextension        4.0.7                    pypi_0    pypi
x264                      1!164.3095           h166bdaf_2    conda-forge
x265                      3.5                  h924138e_3    conda-forge
xarray                    2023.3.0           pyhd8ed1ab_0    conda-forge
xbatcher                  0.3.0              pyhd8ed1ab_0    conda-forge
xcb-util                  0.4.0                h166bdaf_0    conda-forge
xcb-util-image            0.4.0                h166bdaf_0    conda-forge
xcb-util-keysyms          0.4.0                h166bdaf_0    conda-forge
xcb-util-renderutil       0.3.9                h166bdaf_0    conda-forge
xcb-util-wm               0.4.1                h166bdaf_0    conda-forge
xerces-c                  3.2.4                h55805fa_1    conda-forge
xkeyboard-config          2.38                 h0b41bf4_0    conda-forge
xorg-fixesproto           5.0               h7f98852_1002    conda-forge
xorg-inputproto           2.3.2             h7f98852_1002    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.8.4                h0b41bf4_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxfixes            5.0.3             h7f98852_1004    conda-forge
xorg-libxi                1.7.10               h7f98852_0    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xxhash                    0.8.1                h0b41bf4_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yarl                      1.8.2            py39hb9d737c_0    conda-forge
zen3geo                   0.5.0              pyhd8ed1ab_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zfp                       1.0.0                h27087fc_3    conda-forge
zict                      2.2.0              pyhd8ed1ab_0    conda-forge
zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               h166bdaf_4    conda-forge
zlib-ng                   2.0.7                h0b41bf4_0    conda-forge
zstd                      1.5.2                h3eb15da_6    conda-forge

### Environment info

```shell
active environment : slickformer
    active env location : /root/mambaforge/envs/slickformer
            shell level : 1
       user config file : /root/.condarc
 populated config files : /root/mambaforge/.condarc
          conda version : 23.1.0
    conda-build version : not installed
         python version : 3.10.10.final.0
       virtual packages : __archspec=1=x86_64
                          __cuda=11.7=0
                          __glibc=2.31=0
                          __linux=5.19.0=0
                          __unix=0=0
       base environment : /root/mambaforge  (writable)
      conda av data dir : /root/mambaforge/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
          package cache : /root/mambaforge/pkgs
                          /root/.conda/pkgs
       envs directories : /root/mambaforge/envs
                          /root/.conda/envs
               platform : linux-64
             user-agent : conda/23.1.0 requests/2.28.2 CPython/3.10.10 Linux/5.19.0-38-generic ubuntu/20.04.5 glibc/2.31
                UID:GID : 0:0
             netrc file : None
           offline mode : False

[h-vetinari]

That's because pytorch 2.0 is very fresh, and we haven't rebuilt all pytorch-derivative packages yet for it. The older torchvision packages didn't yet correctly pin the pytorch they're compiled against at runtime, so now you get an environment "resolution" that's only seemingly legal.

This will be solved once we have a torchvision build for pytorch 2.0 (needs conda-forge/conda-forge-pinning-feedstock#4305 + follow-up PRs by the migrator), and could be further alleviated by adding a repodata patch so that all old torchvision packages get a corresponding pin (say, pytorch <1.11). As an example for how to do the latter, see conda-forge/conda-forge-repodata-patches-feedstock#396.