AttributeError: „np.string_“ wurde in der NumPy 2.0-Version entfernt. Verwenden Sie stattdessen „np.bytes_“. Meinten Sie ⇐ Python

[Anonymous]

Ich bin daran interessiert, ein neuronales Netzwerk mithilfe eines Tensorboards als Diagramm zu betrachten. Ich habe in Pytorch ein Netzwerk mit folgendem Code aufgebaut:

Code: Select all

import torch
BATCH_SIZE = 16
DIM_IN = 1000
HIDDEN_SIZE = 100
DIM_OUT = 10

class TinyModel(torch.nn.Module):

def __init__(self):
super(TinyModel, self).__init__()

self.layer1 = torch.nn.Linear(DIM_IN, HIDDEN_SIZE)
self.relu = torch.nn.ReLU()
self.layer2 = torch.nn.Linear(HIDDEN_SIZE, DIM_OUT)

def forward(self, x):
x = self.layer1(x)
x = self.relu(x)
x = self.layer2(x)
return x

some_input = torch.randn(BATCH_SIZE, DIM_IN, requires_grad=False)
ideal_output = torch.randn(BATCH_SIZE, DIM_OUT, requires_grad=False)

model = TinyModel()

Tensorboard einrichten

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from torch.utils.tensorboard import SummaryWriter

# Create a SummaryWriter
writer = SummaryWriter("checkpoint")

# Add the graph to TensorBoard
writer.add_graph(model, some_input)
writer.close()

Während ich tensorboard --logdir=checkpoint auf dem Terminal ausführe, erhalte ich die folgende Fehlermeldung:

Code: Select all

Traceback (most recent call last):
File "/home/k/python_venv/bin/tensorboard", line 5, in 
from tensorboard.main import run_main
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/main.py", line 27, in 
from tensorboard import default
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/default.py", line 39, in 
from tensorboard.plugins.hparams import hparams_plugin
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/plugins/hparams/hparams_plugin.py", line 30, in 
from tensorboard.plugins.hparams import backend_context
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/plugins/hparams/backend_context.py", line 26, in 
from tensorboard.plugins.hparams import metadata
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/plugins/hparams/metadata.py", line 32, in 
NULL_TENSOR = tensor_util.make_tensor_proto(
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/util/tensor_util.py", line 405, in make_tensor_proto
numpy_dtype = dtypes.as_dtype(nparray.dtype)
File "/home/k/python_venv/lib/python3.10/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py", line 677, in as_dtype
if type_value.type == np.string_ or type_value.type == np.unicode_:
File "/home/k/python_venv/lib/python3.10/site-packages/numpy/__init__.py", line 397, in __getattr__
raise AttributeError(
AttributeError: `np.string_` was removed in the NumPy 2.0 release. Use `np.bytes_` instead.. Did you mean: 'strings'?

Wahrscheinlich wird das Problem in zukünftigen Versionen behoben, aber gibt es vorerst eine Lösung?