# ptflops versions log

## v 0.7.2.2
- Switch from setup.py to pyproject

## v 0.7.2
- Add type annotations and doc strings to the main API.
- Add support of HuggingFace/Timm VIT transformers.
- Update torchvision benchmark in docs.

## v 0.7.1.2
- Fix failure when using input constructor.

## v 0.7.1
- Experimental support of torchvision.ops.DeformConv2d
- Experimental support of torch.functional.* and tensor.* operators

## v 0.7
- Add ConvNext to sample, fix wrong torchvision compatibility requirement.
- Support LayerNorm.

## v 0.6.9
- Fix unnecessary warnings.
- Improve per layer statistics output.

## v 0.6.8
- Add support of GELU activation.
- Fix per layer statistic output in case of zero parameters number.
- Cleanup flops and params attrs after ptflops has finished counting.

## v 0.6.7
- Add batch_first flag support in MultiheadAttention hook

## v 0.6.6
- Add hooks for Instance and Group norms.

## v 0.6.5
- Add a hook for MultiheadAttention.

## v 0.6.4
- Fix unaccounted bias flops in Linear.
- Fix hook for ConvTranspose*d.

## v 0.6.3
- Implicitly use repr to print a model with extra_repr.

## v 0.6.2
- Fix integer overflow on Windows.
- Check if the input object is inherited from nn.Module.

## v 0.6.1
- Add experimental version of hooks for recurrent layers (RNN, GRU, LSTM).

## v 0.6
- Add verbose option to log layers that are not supported by ptflops.
- Add an option to filter a list of operations from the final result.

## v 0.5.2
- Fix handling of intermediate dimensions in the Linear layer hook.

## v 0.5
- Add per sequential number of parameters estimation.
- Fix sample doesn't work without GPU.
- Clarified output in sample.

## v 0.4
- Allocate temporal blobs on the same device as model's parameters are located.

## v 0.3
- Add 1d operators: batch norm, poolings, convolution.
- Add ability to output extended report to any output stream.

## v 0.2
- Add new operations: Conv3d, BatchNorm3d, MaxPool3d, AvgPool3d, ConvTranspose2d.
- Add some results on widespread models to the README.
- Minor bugfixes.

## v 0.1
- Initial release with basic functionality