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CHANGELOG.md

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[Master]

  • Added support for TensorRT 8

[0.3.0] - 07/15/2021

  • Added converter for torch.nn.functional.adaptive_avg_pool3d
  • Added converter for torch.nn.functional.adaptive_max_pool3d
  • Added converter for torch.maxpool3d and torch.nn.functional.max_pool3d
  • Added Quantization Aware Training (QAT) workflow to contrib
  • Added converter for torch.roll
  • Added converter for torch.nn.functional.layer_norm
  • Added converter for torch.nn.functional.gelu
  • Added converter for torch.nn.functional.linear
  • Added converter for torch.nn.functional.silu

[0.2.0] - 03/02/2021

  • Added converter for torch.Tensor.flatten
  • Added converter for torch.nn.functional.conv2d and torch.nn.functional.conv3d

Added

  • Added converter for torch.Tensor.expand
  • Added support for custom converters for methods defined outside of torch module
  • Added names for TensorRT layers
  • Added GroupNorm plugin which internally uses PyTorch aten::group_norm
  • Replaced Tensor.ndim references with len(tensor.shape) to support older pytorch versions
  • Added reduced precision documentation page
  • Added converters for floordiv, mod, ne, and torch.tensor operations
  • Extended relu converter to support Tensor.relu operation
  • Extended sigmoid converter to support Tensor.sigmoid operation