Add the ability to determine GPU model from Chip ID (#423)

* Add the ability to determine GPU model from Chip ID for distinguishing MI300 systems by using a built-in dictionary.

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Add support for MI300X_A1

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Remove MI308X identification using num CUs, and format Python using black.

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Add Read the Docs

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Add sphinx requirement

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Remove gpu_model identification using gpu_arch

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Remove OMNIPERF_ARCH_OVERRIDE and its usage. Determining MI300 gpu model solely based on chip id.

Signed-off-by: xuchen-amd <xuchen@amd.com>

* Fix Python formatting using black.

Signed-off-by: xuchen-amd <xuchen@amd.com>

---------

Signed-off-by: xuchen-amd <xuchen@amd.com>

[ROCm/rocprofiler-compute commit: c48e6e31cf]

projects/rocprofiler-compute/src/utils/specs.py

@@ -403,6 +403,13 @@ class MachineSpecs:
             "name": "Workgroup Max Size",
         },
     )
+    chip_id: str = field(
+        default=None,
+        metadata={
+            "doc": "<>",
+            "name": "Chip ID",
+        },
+    )
     max_waves_per_cu: str = field(
         default=None,
         metadata={