TensorFlow2.7 正式发布，新版本包括对 tf.keras、tf.lite 等模块的改进；tf.data 现在可以支持自动分片（auto-sharding）；添加实验性 API Experiment_from_jax 以支持从 Jax 模型到 TensorFlow Lite 的转换。 「调试代码（debug）是框架用户体验的关键部分，更轻松的调试意味着更快的 ...

现在都 2021 年了，机器学习好填的坑都已经填了，大家都在想怎么将模型用到各种实际任务上。我们再去讨论深度学习框架，吐槽它们的体验，会不会有点过时？并不会，新模型与新算法，总是框架的第一生产力。 从 Theano 一代元老，到 TensorFlow 与 PyTorch 的两元 ...

TensorFlow 2.9 已发布，还没有更新的小伙伴现在可以更新了。 昨日，TensorFlow 官方宣布：TensorFlow 2.9 来了！距离上次 2.8 版本的更新仅仅过去三个月。 DTensor 的发布，这是一种新 API，可用于从数据并行无缝迁移到模型并行； 对核心库进行了改进，包括 Eigen、tf ...

你还在用 TensorFlow 吗？ 提到 TensorFlow，机器学习圈的人肯定很熟悉，它一直是最流行的开源深度学习框架之一。自 2015 年至今，成千上万的开源贡献者、开发人员、社区组织者、研究人员都投入到了这一开源软件库上。 不过近年来，关于 TensorFlow 的争议不断 ...

Machine learning couldn’t be hotter, with several heavy hitters offering platforms aimed at seasoned data scientists and newcomers interested in working with neural networks. Among the more popular ...

In this excellent tutorial video presentation below, Magnus Erik Hvass Pedersen demonstrates the basic workflow of using TensorFlow with a simple linear model. After loading the so-called MNIST ...

Around the Hackaday secret bunker, we’ve been talking quite a bit about machine learning and neural networks. There’s been a lot of renewed interest in the topic recently because of the success of ...

If you’re a data scientist who has been wanting to break into the deep learning realm, here is a great learning resource that can guide you through this journey. It’s pretty much an all-inclusive ...

I had great fun writing neural network software in the 90s, and I have been anxious to try creating some using TensorFlow. Google’s machine intelligence framework is the new hotness right now. And ...