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Finding the derivative of a function belonging to an equation, that is to be solved by a neural network
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4
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850
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April 5, 2022
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Is there a simple way to prevent zero gradients from being averaged when certain batched input produces zero gradients?
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1
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553
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April 4, 2022
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Apply `torch.autograd.Function` on layer weights without losing gradients
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0
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368
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April 2, 2022
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Autograd failed to compute gradient
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0
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591
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April 1, 2022
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"Unable to find a valid cuDNN algorithm to run convolution" on backward() function
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3
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2772
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April 1, 2022
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torch.autograd.Function's backward is not triggered when func.apply() is used
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9
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1722
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April 1, 2022
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Mixing mixed-precision training and full precision inference in dataloader
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2
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786
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April 1, 2022
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Speeding up autograd for very complex pointwise tensor operations
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0
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404
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March 31, 2022
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Differentiate weight gradients with respect to labels
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0
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405
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March 29, 2022
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How to train Two models simultaneously?
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2
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2345
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March 29, 2022
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Getting Runtime error: element 0 of tensors does not require grad and does not have a grad_fn
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10
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2979
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March 29, 2022
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How to optimizer weights in the same layer with different weight_decay values
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1
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1233
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March 29, 2022
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What's the difference between tensor.register_hook and grad_fn.register_hook?
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1
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1244
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March 28, 2022
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Unclear purpose of max_iter kwarg in the LBFGS optimizer
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2
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2668
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March 28, 2022
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Weight Gradients Not Same for Same Input
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2
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441
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March 28, 2022
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Help needed - Cuda out of memory
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10
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1269
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March 28, 2022
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Gradients through multiple forwards
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2
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746
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March 28, 2022
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the value of grad is None when I load aggregated parameter
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0
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308
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March 26, 2022
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'auto' grad with 'custom' grad function
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3
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482
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March 25, 2022
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Custom Loss with detach/re-attach
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4
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1427
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March 25, 2022
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Make further prediction with argmax in a end2end model
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1
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508
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March 25, 2022
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Requires_grad of list[0] Disappears
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3
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542
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March 25, 2022
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What's the proper order of "model.to(device)" and "optim(model.parameters())", thanks
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3
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639
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March 24, 2022
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Why sometimes the value of loss rises first and then falls? It confuse me
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0
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325
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March 24, 2022
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Unexpected behavior of register_hook when increasing the batch size
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2
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638
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March 24, 2022
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Implicit Gradients for Meta Parameters returns None
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0
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524
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March 23, 2022
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Turning Pytorch Model Weights to non-leaf nodes
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3
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1479
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March 22, 2022
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How to invoke default gradient update of layer from inside an autograd function
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0
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373
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March 22, 2022
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Computing multiple losses error
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1
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481
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March 22, 2022
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How can I call the backward function of operations in torch.nn.functional
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4
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2328
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March 22, 2022
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