neuronflow

spawn root helper docker container for root_issue==True dockers

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spawn root helper docker container for root_issue==True dockers

latest version on dockerhub seems to be 0.6.0 even though it states 0.6.1

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latest version on dockerhub seems to be 0.6.0 even though it states 0.6.1 worker view is bugged

[Question] SpatialTransform_2 vs SpatialTransform?

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Could you please elaborate a bit on the differences? When to choose which one? Does SpatialTransform exist to support legacy code while SpatialTransform_2 is the "up to date" version?

Is there are reason probabilities cannot be set for many of the spatial transforms? if no please see this as a feature request. WARNING this PR is untested code and...

resuming training with ranger21?

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As I learned ranger21 does internal lr scheduling etc. How should training be resumed? Is there a state dict to be loaded etc.?

error in warmdown - lr below min lr. current lr = 2.999999999999997e-0518 [07:50<00:04, 4.66s/it] auto handling but please report issue!

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not sure how to interpret this: ``` error in warmdown - lr below min lr. current lr = 2.999999999999997e-0518 [07:50

error when training with batch_size = 1 ``` File "/home/florian/miniconda3/envs/msblob/lib/python3.8/site-packages/torch/autograd/grad_mode.py", line 26, in decorate_context return func(*args, **kwargs) File "/home/florian/miniconda3/envs/msblob/lib/python3.8/site-packages/ranger21/ranger21.py", line 680, in step raise RuntimeError("hit nan for variance_normalized") RuntimeError: hit...

optimizer = Ranger21(params=model.parameters(), lr=learning_rate) File "/mnt/Drive1/florian/msblob/Ranger21/ranger21/ranger21.py", line 179, in __init__ self.total_iterations = num_epochs * num_batches_per_epoch TypeError: unsupported operand type(s) for *: 'NoneType' and 'NoneType'

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I get the following error when starting my training: ``` Traceback (most recent call last): File "tr_baseline.py", line 75, in optimizer = Ranger21(params=model.parameters(), lr=learning_rate) File "/mnt/Drive1/florian/msblob/Ranger21/ranger21/ranger21.py", line 179, in __init__...

This overload of addcmul_ is deprecated: addcmul_(Number value, Tensor tensor1, Tensor tensor2)

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I get the following warning when using ranger with pytorch 1.6.0 ``` /path/Ranger-Deep-Learning-Optimizer/ranger/ranger.py:138: UserWarning: This overload of addcmul_ is deprecated: addcmul_(Number value, Tensor tensor1, Tensor tensor2) Consider using one of...

libetrv scan finds only 1 / 4 trvs - software tweaks?

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libetrv scan finds only 1 out of my 4 trvs with the scan method. I increased the scan timeout but it did not help. I run it on a raspi4...