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AMD's graph optimization engine.

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Add a compile pass for hipblaslt, similar to how miopen does it.

Reopened to allow runs in CI

enhancement

FP8 header is now available from HIP so we should be using those types and the provided intrinsic.

enhancement
FP8

### Problem Description I'm running (MIGraphX develop branch): ```bash python3 ../tools/accuracy/accuracy_checker.py --onnx ~/mlir-dev/AMDMIGraphX/build/bert_large_uncased_1_fp16_gpu.onnx --fill1 --input-dim input_ids:1,384 --disable-fast-math --tolerance 0.02 --verbose ``` And I get the error: ``` Max Difference: 0.13617822527885437...

### Notes - Restarting from a stage is impossible, since we have parallel stages, not sequential ones. Alternatively, we can make a RUN_STAGE_NAME parameter for each stage so that unnecessary...

high priority
Continous Integration

In SD clip, there is an opportunity to fuse all the add kernels: ``` @15 = gpu::code_object[code_object=7632,symbol_name=mlir_dot_add,global=133632,local=256,](@13,@12,@5,@14) -> half_type, {24, 77, 2304}, {177408, 2304, 1}: 0.0934304ms, 2% @16 = hip::hip_copy_literal[id=main:@literal:78]...