posterize — Torchvision 0.20 documentation
posterize¶ torchvision.transforms.functional. posterize (img: Tensor, bits: int) → Tensor [source] ¶ Posterize an image by reducing the number of bits for each color channel. Parameters:. img (PIL Image or Tensor) – Image to have its colors posterized.If img is torch Tensor, it should be of type torch.uint8, and it is expected to be in […, 1 or 3, H, W] format, where … means it can ...
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Quantized Operations for XLA device (Experimental feature)
XLA quantized operations can be used as torch op, or a torch.nn.Module that wraps the torch.op. These 2 options give model developers the flexibility to choose the best way to integrate XLA quantized ops into their solution. Both torch op and nn.Module are compatible with torch.compile(backend='openxla').
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pytorch/pytorch - GitHub
PyTorch is a Python package that provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration. Deep neural networks built on a tape-based autograd system. You can reuse your favorite Python packages such as NumPy, SciPy, and Cython to extend PyTorch when needed.
Why Doesn't Float8 Save More Memory Compared to FP16?
2 days ago · As shown in the results from #685 , why doesn't float8 save more memory compared to fp16?
Facebook releases PyTorch 1.3 with named tensors, PyTorch Mobile, 8-bit …
Yesterday, Facebook releases PyTorch 1.3 with three experimental features: named tensors, 8-bit model quantization, and PyTorch Mobile.
What does 8 bit alpha (PNG) mean? - Graphic Design Stack …
Apr 16, 2014 · Within Photoshop, transparency adds the alpha to a PNG file. You can't directly save an independent alpha channel in the PNG format. Using Photoshop, simply create an RGB image with transparency, then use Save for Web to save the file as a PNG24.
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