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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2020/10/25 16:41:11 UTC
[GitHub] [incubator-tvm] tqchen opened a new issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
tqchen opened a new issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754
Some updates in TF and TFLite are needed to enable TF 2.3.1 support
https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/ci-docker-staging/28/pipeline/320
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[GitHub] [incubator-tvm] u99127 commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
u99127 commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718958449
@ANSHUMAN87 - we just use the same Docker image as upstream ci_cpu,so it would be the version as in ubuntu_install_tensorflow.sh . So I think it's keras 2.3.1
install/ubuntu_install_tensorflow.sh:pip3 install tensorflow==2.3.1 keras==2.3.1 h5py
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[GitHub] [incubator-tvm] leandron commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718894586
@tqchen I think this can be closed now
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[GitHub] [incubator-tvm] tqchen closed issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
tqchen closed issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754
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[GitHub] [incubator-tvm] ANSHUMAN87 commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
ANSHUMAN87 commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718919527
@leandron : Sure i will look into it. Can you please confirm whether keras version in ur env is 2.3.1 ?
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[GitHub] [incubator-tvm] leandron edited a comment on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
leandron edited a comment on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718958775
Yes, I confirm as per https://github.com/apache/incubator-tvm/blob/main/docker/install/ubuntu_install_tensorflow.sh and also by checking the installation logs.
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[GitHub] [incubator-tvm] leandron commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718909713
Sorry, too early to claim it is completely fixed :(. I just checked again and there was another side effect, this time on Keras testing.
When using pure `Keras` (not `tf.Keras`), all of them fail with the same error: `AttributeError: module 'tensorflow.python.framework.ops' has no attribute '_TensorLike'`
```
___________________ TestKeras.test_forward_sequential[keras] ___________________
self = <test_forward.TestKeras object at 0x7f20fb333198>
keras = <module 'keras' from '/usr/local/lib/python3.6/dist-packages/keras/__init__.py'>
def test_forward_sequential(self, keras):
keras_model = keras.models.Sequential(
[
keras.layers.Dense(16, input_dim=32, activation="relu"),
keras.layers.Dropout(0.5),
keras.layers.Dense(8, activation="relu"),
keras.layers.Dropout(0.5),
> keras.layers.Dense(1, activation="sigmoid"),
]
)
tests/python/frontend/keras/test_forward.py:215:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/usr/local/lib/python3.6/dist-packages/keras/engine/sequential.py:94: in __init__
self.add(layer)
/usr/local/lib/python3.6/dist-packages/keras/engine/sequential.py:166: in add
layer(x)
/usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:75: in symbolic_fn_wrapper
return func(*args, **kwargs)
/usr/local/lib/python3.6/dist-packages/keras/engine/base_layer.py:446: in __call__
self.assert_input_compatibility(inputs)
/usr/local/lib/python3.6/dist-packages/keras/engine/base_layer.py:310: in assert_input_compatibility
K.is_keras_tensor(x)
/usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:695: in is_keras_tensor
if not is_tensor(x):
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
x = <tf.Tensor 'dense_1_input:0' shape=(None, 32) dtype=float32>
def is_tensor(x):
> return isinstance(x, tf_ops._TensorLike) or tf_ops.is_dense_tensor_like(x)
E AttributeError: module 'tensorflow.python.framework.ops' has no attribute '_TensorLike'
/usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:703: AttributeError
```
I see this looks like https://github.com/tensorflow/models/issues/6177 and https://github.com/tensorflow/tensorflow/issues/38589. Apparently it is not fixed yet.
@ANSHUMAN87 are you able to reproduce this issues when running frontend tests?
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[GitHub] [incubator-tvm] leandron commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-719447563
I confirm now all the issues are gone.
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[GitHub] [incubator-tvm] leandron commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718958775
Yes, I confirm as per https://github.com/apache/incubator-tvm/blob/main/docker/install/ubuntu_install_tensorflow.sh and also but checking the installation logs.
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[GitHub] [incubator-tvm] ANSHUMAN87 commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
ANSHUMAN87 commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-717461388
The failures are resolved in #6774
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[GitHub] [incubator-tvm] ANSHUMAN87 commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
ANSHUMAN87 commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-718967452
Okay, i checked the failures, we have to upgrade the keras version too, along with it. Will raise one PR for it now.
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[GitHub] [incubator-tvm] ANSHUMAN87 commented on issue #6754: [CI] Tensorflow 2.3.1 upgrade blocker
Posted by GitBox <gi...@apache.org>.
ANSHUMAN87 commented on issue #6754:
URL: https://github.com/apache/incubator-tvm/issues/6754#issuecomment-719479936
Thanks @leandron for confirmation!
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