[Bug]: call cmap object on torch.tensor will output first element all 0 · Issue #23132 · matplotlib/matplotlib · GitHub
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[Bug]: call cmap object on torch.tensor will output first element all 0 #23132

Description

@yugeng-tju

Bug summary

When I create camp object and call on torch.tensor, it output result with first element be all 0. But if I call tensor.numpy() explicity, everything went well. I do not know this is a problem of matplotlib or problem of pytorch.

Code for reproduction

import torch
from matplotlib import cm

cmap = cm.get_cmap("plasma")
i_tensor = abs(torch.randn([3,5,5]))
i_tensor = i_tensor/i_tensor.max()
i_numpy = i_tensor.numpy()
c_ts = cmap(i_tensor)[...,:3]
c_np = cmap(i_numpy)[...,:3]
print(c_ts[0])
print(c_np[0])

Actual outcome

[[[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]]

[[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]]

[[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]]

[[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]]

[[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]
[0. 0. 0.]]]

Expected outcome

with specific value

Additional information

No response

Operating system

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Matplotlib Version

3.3.4

Matplotlib Backend

No response

Python version

No response

Jupyter version

No response

Installation

No response

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