Support dynamic input values for range op

[klin2024]

Motivation

Enable dynamic value support for the Range operator, as MIGraphX currently fails when running SSDMobileNetV2_int8 due to a limitation in this node.

AMDMIGraphX/src/onnx/parse_range.cpp

Lines 43 to 48 in 93b8849

	auto start_arg = args[0]->eval();
	check_arg_empty(start_arg, "PARSE_RANGE: start arg dynamic shape is not supported");
	auto limit_arg = args[1]->eval();
	check_arg_empty(limit_arg, "PARSE_RANGE: limit arg dynamic shape is not supported");
	auto delta_arg = args[2]->eval();
	check_arg_empty(delta_arg, "PARSE_RANGE: delta arg dynamic shape is not supported");

Technical Details

Follow https://onnx.ai/onnx/operators/onnx__Range.html spec Implemented Range parsing and logic in range.hpp,parse_range.cpp.
Use hip_copy_to_gpu_alloc in lowering.cpp because allocates memory based on the runtime-determined should better than pre-allocating the maximum possible size.

Changelog Category

Add a CHANGELOG.md entry for any option other than Not Applicable

• • Added: New functionality.
• • Changed: Changes to existing functionality.
• • Removed: Functionality or support that has been removed. (Compared to a previous release)
• • Optimized: Component performance that has been optimized or improved.
• • Resolved Issues: Known issues from a previous version that have been resolved.
• • Not Applicable: This PR is not to be included in the changelog.

[codecov]

Codecov Report

❌ Patch coverage is 96.00000% with 1 line in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
src/include/migraphx/op/dynamic_range.hpp	95.65%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #4591      +/-   ##
===========================================
+ Coverage    92.21%   92.22%   +0.01%     
===========================================
  Files          567      568       +1     
  Lines        27897    27932      +35     
===========================================
+ Hits         25724    25760      +36     
+ Misses        2173     2172       -1     

Files with missing lines	Coverage Δ
src/onnx/parse_range.cpp	95.83% <100.00%> (-0.17%)	⬇️
src/include/migraphx/op/dynamic_range.hpp	95.65% <95.65%> (ø)

... and 8 files with indirect coverage changes

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[pfultz2]

We should not hide an allocation in another operator as memory coloring cant handle this allocation, which will make this extremely slow.