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Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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## Description ## slice_axis is not available in npx module, thus I try to achieve it using numpy slicing.

pr-work-in-progress

## Description ## Add settings to `config/config.cmake` to optimize for local CPU architecture. ### Changes ### - [X] Add -march=native -mtune=native to config/config.cmake ## Comments ## Related https://github.com/apache/incubator-mxnet/pull/17047 @TaoLv would...

pr-awaiting-testing
CMake

## Description ## We notice that only nnvm operators support `FInplaceIdentity` property but legacy operators do not, which leads to `InplaceOption` failing when the storage reference count is large than...

pr-work-in-progress

## Description ## The `NewTensor` and `NewStream` API had changed to different signatures while the `basic_stream.cu` sample still use the incorrect interface. ## Checklist ## ### Essentials ### Please feel...

pr-awaiting-testing

## Description ## Based on the discussion in issue #17783, I am proposing here as base for a new Java API to use JavaCPP, which takes care of building MXNet...

pr-work-in-progress

## Description ## Some models may have non-consecutive node IDs, because of deleted nodes. This can lead to cases where some node ids > number of nodes, which breaks the...

pr-work-in-progress

## Description ## Align the repr() function of RNN cell with RNN layer in Gluon RNN API. https://github.com/apache/incubator-mxnet/blob/58cbd65cfe98e50da36303c5f2adc65358d3a0b8/python/mxnet/gluon/rnn/rnn_layer.py#L121 In RNN API, we often initialize the i2h weights with shape (`num_gates...

pr-awaiting-testing

…73-74: invalid continuation byte fix bug on Windows ## Description ## (Brief description on what this PR is about) ## Checklist ## ### Essentials ### Please feel free to remove...

pr-work-in-progress

## Description ## `fit()` and `evaluate()` methods of the base `Estimator` class support inputs from `iterable Object`. Fix #17124 ## Checklist ## ### Essentials ### - [ ] Changes are...

pr-awaiting-testing

"Clang supports a number of optimizations to reduce the size of debug information in the binary. They work based on the assumption that the debug type information can be spread...

pr-work-in-progress