You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Hi, I try to convert tvm ndarray to numpy by dlpack's to_numpy function.
If the tvm ndarray's device is CPU, the returned numpy is correct, but if the device is OpenCL, the returned numpy is incorrect.
Is this function only support for tvm ndarray in CPU?
Here is the code and error message. Thank you in advance!
>>> import tvm
>>> import numpy as np
>>> from dlpack import to_numpy
>>> tvm_array = tvm.nd.array(np.random.normal(size=[10,10]),device=tvm.cpu(0))
>>> np_array_ref = tvm_array.numpy()
>>> np_array = to_numpy(tvm_array.__dlpack__())
>>> np.testing.assert_equal(actual=np_array, desired=np_array_ref)
>>> tvm_array = tvm.nd.array(np.random.normal(size=[10,10]),device=tvm.opencl(0))
>>> np_array_ref = tvm_array.numpy()
>>> np_array = to_numpy(tvm_array.__dlpack__())
>>> np.testing.assert_equal(actual=np_array, desired=np_array_ref)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/miniconda3/envs/test/lib/python3.11/site-packages/numpy/testing/_private/utils.py", line 282, in assert_equal
return assert_array_equal(actual, desired, err_msg, verbose)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/miniconda3/envs/test/lib/python3.11/site-packages/numpy/testing/_private/utils.py", line 920, in assert_array_equal
assert_array_compare(operator.__eq__, x, y, err_msg=err_msg,
File "/home/miniconda3/envs/test/lib/python3.11/contextlib.py", line 81, in inner
return func(*args, **kwds)
^^^^^^^^^^^^^^^^^^^
File "/home/miniconda3/envs/test/lib/python3.11/site-packages/numpy/testing/_private/utils.py", line 797, in assert_array_compare
raise AssertionError(msg)
AssertionError:
Arrays are not equal
Mismatched elements: 100 / 100 (100%)
Max absolute difference: 1.45371627e+135
Max relative difference: 6.57123264e+135
x: array([[5.082078e-310, 0.000000e+000, 0.000000e+000, 3.211427e-322,
5.082075e-310, 6.833474e-310, 5.082075e-310, 1.453716e+135,
4.144523e-316, 2.080551e-314],...
y: array([[-0.032956, -0.489345, -0.859244, 1.352982, 1.518199, 0.485014,
0.862967, 0.221224, 0.062524, -1.04238 ],
[ 0.660143, -1.057973, -0.581994, -0.640922, -0.100951, 0.78747 ,...
The text was updated successfully, but these errors were encountered:
Hi, I try to convert tvm ndarray to numpy by dlpack's to_numpy function.
If the tvm ndarray's device is CPU, the returned numpy is correct, but if the device is OpenCL, the returned numpy is incorrect.
Is this function only support for tvm ndarray in CPU?
Here is the code and error message. Thank you in advance!
The text was updated successfully, but these errors were encountered: