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fix readme, bump version
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@ -1,4 +1,4 @@
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# pytorch [alpha-5]
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# pytorch [alpha-6]
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- [About PyTorch?](#about-pytorch)
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- [Installation](#installation)
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@ -148,9 +148,10 @@ After that, we will reevaluate progress, and if we are ready, we will hit beta-0
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* ~~alpha-2: sharing tensors across processes for hogwild training or data-loading processes. a rewritten optim package for this new nn.~~
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* ~~alpha-3: binary installs, contbuilds, etc.~~
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* ~~alpha-4: multi-GPU support, cudnn integration, imagenet / resnet example~~
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* alpha-5: a ton of examples across vision, nlp, speech, RL -- this phase might make us rethink parts of the APIs, and hence want to do this in alpha than beta
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* alpha-6: Putting a simple and efficient story around multi-machine training. Probably simplistic like torch-distlearn. Building the website, release scripts, more documentation, etc.
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* ~~alpha-5: a ton of examples across vision, nlp, speech, RL -- this phase might make us rethink parts of the APIs, and hence want to do this in alpha than beta~~
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* alpha-6: Building the website, release scripts, more documentation, etc.
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* beta-0: First public release
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* beta-1: Putting a simple and efficient story around multi-machine training. See: https://github.com/pytorch/pytorch/issues/241 and https://github.com/apaszke/pytorch-dist for current progress.
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The beta phases will be leaning more towards working with all of you, convering your use-cases, active development on non-core aspects.
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@ -239,7 +240,7 @@ queue = multiprocessing.Queue()
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buffers = [torch.Tensor(2, 2) for i in range(4)]
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for b in buffers:
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queue.put(b)
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processes = [multiprocessing.Process(target=fill, args=(queue,)).start() for i in range(10)]
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processes = [multiprocessing.Process(target=fill, args=(queue,)).start() for i in range(10)]
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```
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```python
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