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TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
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Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape] #163

Closed ly3106 closed 1 year ago

ly3106 commented 1 year ago

When I run the keras_minibatch_trainer.py in the anaconda environment by the below instruction, occasionally it gets this error - Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]. According to the error info - …int_arithmetic_sampler.py", line 530, in generate_subgraphs yield self.sample_sub_graph_tensor(, I think that it has something to do with int_arithmetic_sampler.py. But I don't know why. Could you please help me to resolve the problem?

(tf2.x) bit202@bit202-OMEN:~$ python /home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/keras_minibatch_trainer.py

Notice： I have changed 33rd line code of keras_minibatch_trainer.py from from tensorflow_gnn.examples.in_memory import int_arithmetic_samplertoimport int_arithmetic_sampler. Because as a folder nametensorflow_gnn conflict with tensorflow_gnn lib.

Following is the log:

Epoch 7500/10000
1/1 [==============================] - ETA: 0s - loss: 1.0105 - acc: 0.71502022-10-25 10:49:59.399484: W tensorflow/core/framework/op_kernel.cc:1768] UNKNOWN: InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]
Traceback (most recent call last):

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 269, in __call__
    return func(device, token, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 147, in __call__
    outputs = self._call(device, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 154, in _call
    ret = self._func(*args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/autograph/impl/api.py", line 642, in wrapper
    return func(*args, **kwargs)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 1107, in generator_py_func
    values = next(generator_state.get_iterator(iterator_id.numpy()))

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 530, in generate_subgraphs
    yield self.sample_sub_graph_tensor(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 604, in sample_sub_graph_tensor
    walk_tree = self.random_walk_tree(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 574, in random_walk_tree
    process_sampling_spec_topologically(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 194, in process_sampling_spec_topologically
    process_callback(node)

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 566, in process_sampling_op
    next_nodes = self.sample_one_hop(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 499, in sample_one_hop
    next_nodes = tf.reshape(next_nodes, source_nodes.shape + [sample_size])

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
    raise e.with_traceback(filtered_tb) from None

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/eager/execute.py", line 54, in quick_execute
    tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,

tensorflow.python.framework.errors_impl.InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]

Traceback (most recent call last):
  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/keras_minibatch_trainer.py", line 136, in <module>
    app.run(main)
  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/absl/app.py", line 308, in run
    _run_main(main, args)
  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/absl/app.py", line 254, in _run_main
    sys.exit(main(argv))
  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/keras_minibatch_trainer.py", line 118, in main
    keras_model.fit(
  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/keras/utils/traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/eager/execute.py", line 54, in quick_execute
    tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,
tensorflow.python.framework.errors_impl.UnknownError: Graph execution error:

2 root error(s) found.
  (0) UNKNOWN:  InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]
Traceback (most recent call last):

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 269, in __call__
    return func(device, token, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 147, in __call__
    outputs = self._call(device, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 154, in _call
    ret = self._func(*args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/autograph/impl/api.py", line 642, in wrapper
    return func(*args, **kwargs)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 1107, in generator_py_func
    values = next(generator_state.get_iterator(iterator_id.numpy()))

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 530, in generate_subgraphs
    yield self.sample_sub_graph_tensor(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 604, in sample_sub_graph_tensor
    walk_tree = self.random_walk_tree(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 574, in random_walk_tree
    process_sampling_spec_topologically(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 194, in process_sampling_spec_topologically
    process_callback(node)

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 566, in process_sampling_op
    next_nodes = self.sample_one_hop(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 499, in sample_one_hop
    next_nodes = tf.reshape(next_nodes, source_nodes.shape + [sample_size])

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
    raise e.with_traceback(filtered_tb) from None

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/eager/execute.py", line 54, in quick_execute
    tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,

tensorflow.python.framework.errors_impl.InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]

     [[{{node EagerPyFunc}}]]
     [[IteratorGetNext]]
     [[IteratorGetNext/_14]]
  (1) UNKNOWN:  InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]
Traceback (most recent call last):

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 269, in __call__
    return func(device, token, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 147, in __call__
    outputs = self._call(device, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 154, in _call
    ret = self._func(*args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/autograph/impl/api.py", line 642, in wrapper
    return func(*args, **kwargs)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 1107, in generator_py_func
    values = next(generator_state.get_iterator(iterator_id.numpy()))

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 530, in generate_subgraphs
    yield self.sample_sub_graph_tensor(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 604, in sample_sub_graph_tensor
    walk_tree = self.random_walk_tree(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 574, in random_walk_tree
    process_sampling_spec_topologically(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 194, in process_sampling_spec_topologically
    process_callback(node)

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 566, in process_sampling_op
    next_nodes = self.sample_one_hop(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 499, in sample_one_hop
    next_nodes = tf.reshape(next_nodes, source_nodes.shape + [sample_size])

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
    raise e.with_traceback(filtered_tb) from None

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/eager/execute.py", line 54, in quick_execute
    tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,

tensorflow.python.framework.errors_impl.InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 1800 values, but the requested shape has 2400 [Op:Reshape]

     [[{{node EagerPyFunc}}]]
     [[IteratorGetNext]]
0 successful operations.
0 derived errors ignored. [Op:__inference_test_function_109382]
2022-10-25 10:49:59.402005: W tensorflow/core/framework/op_kernel.cc:1768] UNKNOWN: InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 2400 values, but the requested shape has 1800 [Op:Reshape]
Traceback (most recent call last):

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 269, in __call__
    return func(device, token, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 147, in __call__
    outputs = self._call(device, args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/ops/script_ops.py", line 154, in _call
    ret = self._func(*args)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/autograph/impl/api.py", line 642, in wrapper
    return func(*args, **kwargs)

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 1107, in generator_py_func
    values = next(generator_state.get_iterator(iterator_id.numpy()))

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 530, in generate_subgraphs
    yield self.sample_sub_graph_tensor(

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 606, in sample_sub_graph_tensor
    return walk_tree.to_graph_tensor(self.gather_node_features_dict)

  File "/home/bit202/Programs/tensorflow_gnn/examples/in_memory_test2nd/int_arithmetic_sampler.py", line 319, in to_graph_tensor
    renumbered_dst = tf.searchsorted(unique_node_ids[dst_set_name], edges[1])

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
    raise e.with_traceback(filtered_tb) from None

  File "/home/bit202/Programs/anaconda3/envs/tf2.x/lib/python3.8/site-packages/tensorflow/python/framework/ops.py", line 7209, in raise_from_not_ok_status
    raise core._status_to_exception(e) from None  # pylint: disable=protected-access

tensorflow.python.framework.errors_impl.InvalidArgumentError: {{function_node __wrapped__Reshape_device_/job:localhost/replica:0/task:0/device:GPU:0}} Input to reshape is a tensor with 2400 values, but the requested shape has 1800 [Op:Reshape]
samihaija commented 1 year ago

I will take a look

samihaija commented 1 year ago

As I am getting to this issue very late, today's version looks different than the one on Oct 25. Can you let us know if you still get the same error if you re-run today (after syncing to the new repo?, or after pip install --pre ?)

arnoegw commented 1 year ago

Hi @ly3106 , can you still reproduce the problem? If not, I think we should close this issue.

ly3106 commented 1 year ago

I haven't tested it against the latest version of TF-GNN. But I'll try it as soon as possible, please wait a few days.

ly3106 commented 1 year ago

I re-run the program recently on both CPU and GPU. It works well on both computer units. So, you'll be able to close this issue, now. Think you very much.

And following are my environment configurations. The GPU is an RTX2070, and some other essential versions are python 3.10, tensorflow 2.11, tensorflow_gnn 0.5.0, cudatoolkit 11.2, cudnn 8.1,ogb 1.3.5, and torch 1.11.0. All environment configurations of Anaconda are shown in the table.

Name Version Build Channel
_libgcc_mutex 0.1 main https://mirrors.ustc.edu.cn/anaconda/pkgs/main
_openmp_mutex 5.1 1_gnu https://mirrors.ustc.edu.cn/anaconda/pkgs/main
absl-py 1.4.0 pypi_0 pypi
apache-beam 2.46.0 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
attrs 21.4.0 pypi_0 pypi
bzip2 1.0.8 h7b6447c_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
ca-certificates 2023.01.10 h06a4308_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
cachetools 5.3.0 pypi_0 pypi
certifi 2022.12.7 pypi_0 pypi
charset-normalizer 3.1.0 pypi_0 pypi
cloudpickle 2.2.1 pypi_0 pypi
cmake 3.26.1 pypi_0 pypi
contextlib2 21.6.0 pypi_0 pypi
crcmod 1.7 pypi_0 pypi
cudatoolkit 11.2.2 hbe64b41_10 https://mirrors.sjtug.sjtu.edu.cn/anaconda/cloud/conda-forge
cudnn 8.1.0.77 h90431f1_0 https://mirrors.sjtug.sjtu.edu.cn/anaconda/cloud/conda-forge
dill 0.3.1.1 pypi_0 pypi
docopt 0.6.2 pypi_0 pypi
fastavro 1.7.3 pypi_0 pypi
fasteners 0.18 pypi_0 pypi
filelock 3.10.3 pypi_0 pypi
flatbuffers 23.3.3 pypi_0 pypi
gast 0.4.0 pypi_0 pypi
google-auth 2.16.3 pypi_0 pypi
google-auth-oauthlib 0.4.6 pypi_0 pypi
google-pasta 0.2.0 pypi_0 pypi
google-vizier 0.1.4 pypi_0 pypi
googleapis-common-protos 1.59.0 pypi_0 pypi
greenlet 2.0.2 pypi_0 pypi
grpcio 1.48.2 pypi_0 pypi
grpcio-tools 1.48.2 pypi_0 pypi
h5py 3.8.0 pypi_0 pypi
hdfs 2.7.0 pypi_0 pypi
httplib2 0.21.0 pypi_0 pypi
idna 3.4 pypi_0 pypi
jinja2 3.1.2 pypi_0 pypi
joblib 1.2.0 pypi_0 pypi
keras 2.11.0 pypi_0 pypi
ld_impl_linux-64 2.38 h1181459_1 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
libclang 16.0.0 pypi_0 pypi
libffi 3.4.2 h6a678d5_6 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
libgcc-ng 11.2.0 h1234567_1 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
libgomp 11.2.0 h1234567_1 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
libstdcxx-ng 11.2.0 h1234567_1 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
libuuid 1.41.5 h5eee18b_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
lit 16.0.0 pypi_0 pypi
littleutils 0.2.2 pypi_0 pypi
markdown 3.4.3 pypi_0 pypi
markupsafe 2.1.2 pypi_0 pypi
ml-collections 0.1.1 pypi_0 pypi
mpmath 1.3.0 pypi_0 pypi
ncurses 6.4 h6a678d5_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
networkx 3.0 pypi_0 pypi
numpy 1.24.2 pypi_0 pypi
nvidia-cublas-cu11 11.10.3.66 pypi_0 pypi
nvidia-cuda-cupti-cu11 11.7.101 pypi_0 pypi
nvidia-cuda-nvrtc-cu11 11.7.99 pypi_0 pypi
nvidia-cuda-runtime-cu11 11.7.99 pypi_0 pypi
nvidia-cudnn-cu11 8.5.0.96 pypi_0 pypi
nvidia-cufft-cu11 10.9.0.58 pypi_0 pypi
nvidia-curand-cu11 10.2.10.91 pypi_0 pypi
nvidia-cusolver-cu11 11.4.0.1 pypi_0 pypi
nvidia-cusparse-cu11 11.7.4.91 pypi_0 pypi
nvidia-nccl-cu11 2.14.3 pypi_0 pypi
nvidia-nvtx-cu11 11.7.91 pypi_0 pypi
oauthlib 3.2.2 pypi_0 pypi
objsize 0.6.1 pypi_0 pypi
ogb 1.3.5 pypi_0 pypi
openssl 1.1.1t h7f8727e_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
opt-einsum 3.3.0 pypi_0 pypi
orjson 3.8.8 pypi_0 pypi
outdated 0.2.2 pypi_0 pypi
packaging 23.0 pypi_0 pypi
pandas 1.5.3 pypi_0 pypi
pip 23.0.1 pypi_0 pypi
portpicker 1.5.2 pypi_0 pypi
proto-plus 1.22.2 pypi_0 pypi
protobuf 3.19.6 pypi_0 pypi
psutil 5.9.4 pypi_0 pypi
pyarrow 9.0.0 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pydot 1.4.2 pypi_0 pypi
pymongo 3.13.0 pypi_0 pypi
pyparsing 3.0.9 pypi_0 pypi
python 3.10.10 h7a1cb2a_2 https://mirrors.sjtug.sjtu.edu.cn/anaconda/pkgs/main
python-dateutil 2.8.2 pypi_0 pypi
pytz 2022.7.1 pypi_0 pypi
pyyaml 6.0 pypi_0 pypi
readline 8.2 h5eee18b_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
regex 2023.3.23 pypi_0 pypi
requests 2.28.2 pypi_0 pypi
requests-oauthlib 1.3.1 pypi_0 pypi
rsa 4.9 pypi_0 pypi
scikit-learn 1.2.2 pypi_0 pypi
scipy 1.10.1 pypi_0 pypi
setuptools 65.6.3 pypi_0 pypi
six 1.16.0 pypi_0 pypi
sqlalchemy 1.4.0 pypi_0 pypi
sqlite 3.41.1 h5eee18b_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
sympy 1.11.1 pypi_0 pypi
tensorboard 2.11.2 pypi_0 pypi
tensorboard-data-server 0.6.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.1 pypi_0 pypi
tensorflow 2.11.0 pypi_0 pypi
tensorflow-estimator 2.11.0 pypi_0 pypi
tensorflow-gnn 0.5.0 pypi_0 pypi
tensorflow-io-gcs-filesystem 0.31.0 pypi_0 pypi
termcolor 2.2.0 pypi_0 pypi
threadpoolctl 3.1.0 pypi_0 pypi
tk 8.6.12 h1ccaba5_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
torch 1.11.0 pypi_0 pypi
tqdm 4.65.0 pypi_0 pypi
triton 2.0.0 pypi_0 pypi
typing-extensions 4.5.0 pypi_0 pypi
tzdata 2022g h04d1e81_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
urllib3 1.26.15 pypi_0 pypi
werkzeug 2.2.3 pypi_0 pypi
wheel 0.38.4 pypi_0 pypi
wrapt 1.15.0 pypi_0 pypi
xz 5.2.10 h5eee18b_1 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
zlib 1.2.13 h5eee18b_0 https://mirrors.ustc.edu.cn/anaconda/pkgs/main
zstandard 0.20.0 pypi_0 pypi
arnoegw commented 1 year ago

Hi @ly3106 , thank you for confirming, and thank you for reporting the detailed versions. As you said, I'm going to close this now.