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[POC] Dynamic Shape <code>size</code> API

DO_NOT_MERGENot for merging.Not for merging.

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Draft (not ready).

pytorch/xlanumber 3360

#3360 In pytorch/xla;

· miladm opened on Feb 10, 2022

[WIP] Build C++ &amp; Python tracing support for PyTorch/XLA ops

DO_NOT_MERGENot for merging.Not for merging.

Status: Open (in progress).

pytorch/xlanumber 3348

#3348 In pytorch/xla;

· miladm opened on Feb 5, 2022

[POC] Dynamic <code>expand</code> with <code>SymInt</code> implementation

BLOCKED

DO_NOT_MERGENot for merging.Not for merging.

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Draft (not ready).

pytorch/xlanumber 3558

#3558 In pytorch/xla;

· miladm opened on May 10, 2022

<code>nonzero</code> does not return the expected <code>symint</code> dimensions

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3706 In pytorch/xla;

· miladm opened on Jul 13, 2022

Extend <code>nonzero</code> to provide dynamism to its <code>torch::lazy::shape</code> member

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open (in progress).

pytorch/xlanumber 3715

#3715 In pytorch/xla;

· miladm opened on Jul 14, 2022

Turns out python tests fail non-dynamic expand calls

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3726 In pytorch/xla;

· miladm opened on Jul 19, 2022

Add <code>getDynamicValue()</code> in <code>SizeNode</code>

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3759 In pytorch/xla;

· miladm opened on Jul 25, 2022

Provide error handling for ops that don't yet support Dynamic Shape

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3761 In pytorch/xla;

· miladm opened on Jul 26, 2022

<code>sym_size_custom</code> implementation for dynamic shape fails at <code>tensor.sum().backward()</code> call

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3827 In pytorch/xla;

· miladm opened on Aug 4, 2022

Dynamic <code>sym_sizes_custom()</code> fails at <code>.test_reference_eager_median_xla_int64</code>

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3828 In pytorch/xla;

· miladm opened on Aug 4, 2022

Enable dynamic shape for <code>XLATensorImpl::sym_sizes_custom()</code>

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open (in progress).

pytorch/xlanumber 3829

#3829 In pytorch/xla;

· miladm opened on Aug 4, 2022

<code>test_variable_sequence_xla</code> fails upon updating sym_sizes for dynamic shape

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3870 In pytorch/xla;

· miladm opened on Aug 11, 2022

[PRD] Bounded Dynamic Shape Design for <code>PyTorch</code> &amp; <code>PyTorch/XLA</code>

dynamismDynamic Shape FeaturesDynamic Shape Features

nostaleDo not consider for stalenessDo not consider for staleness

RFC

Status: Open.

#3884 In pytorch/xla;

· miladm opened on Aug 13, 2022

[WIP] make sym_sizes non virtual

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open (in progress).

pytorch/xlanumber 3688

#3688 In pytorch/xla;

· Krovatkin opened on Jul 6, 2022

[DO NOT MERGE] [DO NOT REVIEW] [DUP] of Revert of #3822 "Revert "implementing sym_numel_custom"" #3826

DO_NOT_MERGENot for merging.Not for merging.

dynamismDynamic Shape FeaturesDynamic Shape Features

REMOVE_TORCH_PIN

Status: Open (in progress).

pytorch/xlanumber 3832

#3832 In pytorch/xla;

· Krovatkin opened on Aug 4, 2022

Enable <code>lazy::torch</code> shape inference for <code>nonzero</code> to support dynamism

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open (in progress).

pytorch/xlanumber 3891

#3891 In pytorch/xla;

· miladm opened on Aug 15, 2022

<code>run_tests.sh</code> fails at <code>test_view_copy_xla</code>

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3795 In pytorch/xla;

· miladm opened on Jul 29, 2022

<code>torch.expand</code> fails to create tensor with dynamic shape

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3897 In pytorch/xla;

· miladm opened on Aug 16, 2022

<code>SetDimensionSize</code> is not set as expected due to `<code> failing to pass </code>true`

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open.

#3906 In pytorch/xla;

· miladm opened on Aug 18, 2022

Dynamic Shape Simple NN Model Test

DO_NOT_MERGENot for merging.Not for merging.

dynamismDynamic Shape FeaturesDynamic Shape Features

Status: Open (in progress).

pytorch/xlanumber 4074

#4074 In pytorch/xla;

· miladm opened on Oct 6, 2022