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AMD's graph optimization engine.

Results 433 AMDMIGraphX issues
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### Problem Description I was having some issues relating to rocm-6.4.2 (I don't precisely recall what) so elected to move up to rocm-6.4.3. There's limited python packages ([link](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.3/)) for torch...

Under Investigation

We should fuse this case: ```python p = migraphx.program() m = p.get_main_module() x_0 = m.add_literal(migraphx.create_argument(migraphx.shape(type="float_type", lens=[1]), [1])) x_1 = m.add_literal(migraphx.generate_argument(migraphx.shape(type="float_type", lens=[1, 1648]), 0)) x_2 = m.add_literal(migraphx.generate_argument(migraphx.shape(type="float_type", lens=[1, 1648]), 1)) x_3...

Perf Improve

### Problem Description When building the migraphx_gpu.dll target with MIOpen (_develop_ or _develop_deprecated_ branch) on Windows, the build fails during the linking stage with the following error: ``` [527/543] Linking...

Current version of protobuf has a security vulnerability so need to upgrade to >22

### DOR (Definition of Ready) Stable diffusion optimizations for workloads that leverage the Onnxruntime framework and MIGraphX EP in some manner looking to leverage Onnxruntime optimizations passes ### Description ##...

Onnx Operators
Perf Improve

### DOR (Definition of Ready) When we have a change and need to find additional optimizations for stable diffusion pipelines that leverage Onnxruntime as the front end. ### Description ##...

Onnx Operators
Perf Improve

* Currently we only handle int8 mixed precision, uint8 activations and int8 weights, in GEMMS in the parser. * There needs to be an update that adds a pass or...

bug