[TensorRT EP] Enable more trt options

[yf711]

This PR enables more ORT-TRTEP v2 options:

trt_max_partition_iterations
trt_min_subgraph_size
trt_dla_enable
trt_dla_core
trt_engine_cache_prefix
trt_dump_subgraphs
trt_force_sequential_engine_build
trt_context_memory_sharing_enable
trt_layer_norm_fp32_fallback
trt_timing_cache_enable
trt_force_timing_cache
trt_detailed_build_log
trt_build_heuristics_enable
trt_sparsity_enable
trt_builder_optimization_level
trt_auxiliary_streams
trt_tactic_sources
trt_extra_plugin_lib_paths
trt_profile_min_shapes
trt_profile_max_shapes
trt_profile_opt_shapes
trt_cuda_graph_enable
trt_cuda_graph_enable
trt_dump_ep_context_model
trt_ep_context_file_path
trt_ep_context_embed_mode

Check updated README for more detail

[Tabrizian]

Thanks for contribution!

Is it possible to add some testing for it in this PR: https://github.com/triton-inference-server/server/blob/main/qa/L0_onnx_optimization/test.sh

[yf711]

Thanks for contribution!

Is it possible to add some testing for it in this PR: https://github.com/triton-inference-server/server/blob/main/qa/L0_onnx_optimization/test.sh

Could you grant me access to server repo? I will init pull request after that

[dyastremsky]

Thanks for contribution!
Is it possible to add some testing for it in this PR: https://github.com/triton-inference-server/server/blob/main/qa/L0_onnx_optimization/test.sh

Could you grant me access to server repo? I will init pull request after that

Thanks for being willing to add testing for this ticket! What sort of access do you need? There are pull requests from different users without permissions being granted. You should be able to fork the repository then submit the pull request.

[dzier]

@yf711 I have granted you access to submit your PR to the server repo.

[jywu-msft]

any updates? can we merge this PR first and then add tests in a separate PR?

[yf711]

Hi @dzier @Tabrizian Just a quick reminder that this PR has been finished. Could you test this PR on your CI?

[dyastremsky]

Great work! CI testing has passed.