Andrew Kwangwoong Park

### Details: - Disable TCs(_SUPPORTED_CONFIG_KEYS/METRICS) for OVClassHeteroExecutableNetworkGetMetricTest same as GPU and GNA plugin - This is the same change with https://github.com/openvinotoolkit/openvino/pull/12433 ### Tickets: - 88667

[GPU] Baseline InferRequest changes for dynamic shapes support

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### Details: - Divide InferRequest into InferRequest with API 2.0 and InferRequest with legacy - Remove cldnn::layout depedency from create_device_blob - Add reinterpret_device_blob and ov::PartialShape constructor in layout temporarily

[GPU] Add a new option for DumpProfilingData

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### Details: - Enable collecting profiling data only at iterations with requested range - For example for dump profiling data only when iteration is from 10 to 20, you can...

### Details: - Currently `indirect Gemm` is implemented with an assumption of `KV Cache`'s gather axis is 0 - Update `KV Cache` and `indirect Gemm` to support non-batch gather axis...

### Details: - Apply dynamic padding for onednn gemm - Update memory descriptor to handle the padded dims and strides ### Tickets: - 140516

### Details: - Convert QKV FC + StridedSlices pattern to QKV FC + VariadicSplit for potential optimization regarding crop runtime buffer fusing ### Tickets: - 144394

### Details: - Apply in place crop for dynamic shape at runtime ### Tickets: - 143096

[GPU][TRANSFORMATIONS] RoPE fusion for GLM-4-9B Hugging Face

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### Details: - Enabled RoPE op fusion for GLM-4-9B Hugging Face model on GPU to improve the performance - New config for RoPE is added to distinguish between mode that...

### Details: - Backport https://github.com/openvinotoolkit/openvino/pull/30858