[AMD] rocm 7.2 image release, PR test, Nightly Test (#17799)

Co-authored-by: Alan Kao <akao@amd.com>
Co-authored-by: bingxche <Bingxu.Chen@amd.com>
Co-authored-by: Michael <13900043+michaelzhang-ai@users.noreply.github.com>

test/registered/amd/perf/mi35x/test_deepseek_v32_basic_perf_mi35x.py

@@ -115,6 +115,7 @@ class TestNightlyDeepseekV32BasicPerformance(unittest.TestCase):
                 variant=self.variant_config["name"],
                 extra_bench_args=["--trust-remote-code"],
                 enable_profile=False,  # Disable profiling for AMD tests
+                timeout=5400,  # Extended timeout for large model loading
             )
             results = result_tuple[0]
             success = result_tuple[1]