iree
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iree-org
A retargetable MLIR-based machine learning compiler and runtime toolkit.
### Request description From Nod.ai meeting 6/30, filing new issue ### What component(s) does this issue relate to? _No response_ ### Additional context _No response_
### Request description I am currently benchmarking a Bert model, and I noticed that the time it takes for the model to run the PyTorch op [`torch.linear`](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear) with IREE+CUDA is...
### What happened? may be related to #9456 but is still failing on latest release. [iree reproducer zip](https://drive.google.com/file/d/1RBhIRQTHllxS8TLUoPDtTf6m9w56Itvg/view?usp=sharing) Assuming steps are redundant with reproducers. ### Steps to reproduce your issue...
### What happened? Generate following error message running models (mnist, mobilenet, etc.) ``` 10:10:33.4086 [ERROR] "iree/runtime/src/iree/vm/ref.c:204: INVALID_ARGUMENT; source ref type mismatch; while invoking native function module.__init; " 10:10:33.4087 [ERROR] "[...
This shows an example of e2e codegen driven by fine-grained transform dialect strategies. The target is controlled warp distribution of a reduction op. This exhibits the need to have a...
### What happened? On comparing the results obtained from PyTorch with SHARK results, it was found that the difference in values is more than the acceptable tolerance range. Here's the...
The last commit should fix the test failures in the EmitC conversion in #10067.
### What happened? from @nicolasvasilache when working on https://github.com/iree-org/iree/pull/9744: ``` ./build/tools/iree-compile ./compiler/transform_dialect/gpu/reduction/reduction.mlir -iree-hal-target-backends=cuda --iree-flow-dispatch-use-transform-dialect=compiler/transform_dialect/gpu/reduction/transform_dialect_dispatch_spec.mlir --iree-codegen-llvmgpu-use-transform-dialect=compiler/transform_dialect/gpu/reduction/transform_dialect_codegen_spec.mlir | ./build/tools/iree-run-module --entry_function=reduce Reading module contents from stdin... EXEC @reduce iree-run-module: iree/runtime/src/iree/task/task.c:107: void iree_task_discard(iree_task_t *,...
I found this while compiling the IREE _compiler_ through Emscripten to WebAssembly (see [notes](https://gist.github.com/ScottTodd/7898981998cefb60902d4fbc8a471ccf)). When cross-compiling the IREE _compiler_, there is no way to specify a host version of `iree-tablegen`,...
Relates to (and may resolve) https://github.com/google/iree/issues/4617 We have a few components like `iree_check_test` that require some tools to exist, but they don't necessarily need to (or can't, depending on the...