René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Tensor create method involves duplicate memory allocation operations","articleBody":"\u003cem\u003ePlease make sure that this is a documentation issue. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:doc_template\u003c/em\u003e\n\n\n**System information**\n- TensorFlow version: 1.0\n- Doc Link:\n\naccording to this issue #258 using following code to create a high dim tensor\n\u003e Yes, you need to convert your float array to a [`NdArray`](https://github.com/tensorflow/java/blob/r0.3/ndarray/src/main/java/org/tensorflow/ndarray/NdArray.java) using the [`StdArrays`](https://github.com/tensorflow/java/blob/r0.3/ndarray/src/main/java/org/tensorflow/ndarray/StdArrays.java) utilities, before initializing a tensor with it, i.e. \n\u003e \n\u003e ```\n\u003e \n\u003e TFloat32 t = TFloat32.tensorOf(StdArrays.ndCopyOf(floatImage));\n\u003e \n\u003e ``` \n\n _Originally posted by @karllessard in [#258](https://github.com/tensorflow/java/issues/258#issuecomment-809792979)_\n\nin `StdArrays.ndCopyOf` method, StdArrays will create a FloatNdArray and copy the origin 3 dim array to the NdArray, then in the `TFloat32.tensorOf` method, TFloat32 will finally call `of(Class\u003cT\u003e type, Shape shape, long size)` method and using `RawTenor` to allocate another memory area.\n\nis this two allocation necessary, and why we need this two allocation?\nor do we have any more optimized api to create a tensor with less memory allocation?\n\n@Craigacp \n\n\n**Describe the documentation issue**\n\n**We welcome contributions by users. Will you be able to update submit a PR (use the [doc style guide](https://www.tensorflow.org/community/documentation)) to fix the doc Issue?**\n","author":{"url":"https://github.com/wisper-shadow","@type":"Person","name":"wisper-shadow"},"datePublished":"2025-09-30T08:14:43.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":2},"url":"https://github.com/620/java/issues/620"}