fix(profiler): pass total_gpus to AIC enumerate so candidates respect budget (#8479)

Signed-off-by: hongkuanz <hongkuanz@nvidia.com>

benchmarks/pyproject.toml

@@ -40,7 +40,7 @@ classifiers = [
 ]
 
 dependencies = [
-    "aiconfigurator[webapp] @ git+https://github.com/ai-dynamo/aiconfigurator.git@1fe8084c817194827706947cc175107ee9e6ea25",
+    "aiconfigurator[webapp] @ git+https://github.com/ai-dynamo/aiconfigurator.git@b33a136e78f9351a7ad17db1e2a1abd7b295cc6a",
     "aiperf==0.6.0",
     "matplotlib",
     "networkx",

components/src/dynamo/profiler/thorough.py

@@ -356,6 +356,7 @@ async def run_thorough(
         isl=isl,
         osl=osl,
         num_gpus_per_node=dgdr.hardware.numGpusPerNode,
+        total_gpus=total_gpus,
         k8s_pvc_name=model_cache.pvcName,
         k8s_pvc_mount_path=model_cache.pvcMountPath,
         k8s_model_path_in_pvc=model_cache.pvcModelPath,

container/deps/requirements.planner.txt

@@ -3,7 +3,7 @@
 
 # Dependencies required by the planner, profiler, and global_planner services.
 
-aiconfigurator[webapp] @ git+https://github.com/ai-dynamo/aiconfigurator.git@1fe8084c817194827706947cc175107ee9e6ea25
+aiconfigurator[webapp] @ git+https://github.com/ai-dynamo/aiconfigurator.git@b33a136e78f9351a7ad17db1e2a1abd7b295cc6a
 aiofiles<=25.1.0
 aiohttp>=3.9.0,<4.0
 filterpy==1.4.5