Make QNN chipset with the device pool

Author: Guang Yang

.ci/scripts/test.sh

@@ -175,7 +175,10 @@ test_model_with_qnn() {
     EXPORTED_MODEL_NAME=vit_qnn.pte
   fi
 
-  "${PYTHON_EXECUTABLE}" -m examples.qualcomm.scripts.${EXPORT_SCRIPT} -b ${CMAKE_OUTPUT_DIR} -m SM8550 --compile_only
+  # Use SM8450 for S22, SM8550 for S23, and SM8560 for S24
+  QNN_CHIPSET=SM8450
+
+  "${PYTHON_EXECUTABLE}" -m examples.qualcomm.scripts.${EXPORT_SCRIPT} -b ${CMAKE_OUTPUT_DIR} -m ${QNN_CHIPSET} --compile_only
   EXPORTED_MODEL=./${EXPORT_SCRIPT}/${EXPORTED_MODEL_NAME}
 }
 

.github/workflows/android-perf.yml

@@ -15,7 +15,7 @@ on:
         description: Target devices to run benchmark
         required: false
         type: string
-        default: samsung_galaxy_s2x
+        default: samsung_galaxy_s22
       delegates:
         description: Backend delegates
         required: false
@@ -45,7 +45,7 @@ on:
         description: Target devices to run benchmark
         required: false
         type: string
-        default: samsung_galaxy_s2x
+        default: samsung_galaxy_s22
       delegates:
         description: Backend delegates
         required: false
@@ -85,7 +85,7 @@ jobs:
           # during scheduled runs and to provide flexibility for different defaults between
           # on-demand and periodic benchmarking.
           CRON_DEFAULT_MODELS: "stories110M,dl3,mv3,mv2,ic4,ic3,vit"
-          CRON_DEFAULT_DEVICES: "samsung_galaxy_s2x"
+          CRON_DEFAULT_DEVICES: "samsung_galaxy_s22"
           CRON_DEFAULT_DELEGATES: "xnnpack,qnn"
         run: |
           set -ex
@@ -104,7 +104,7 @@ jobs:
 
           # Mapping devices to their corresponding device-pool-arn
           declare -A DEVICE_POOL_ARNS
-          DEVICE_POOL_ARNS[samsung_galaxy_s2x]="arn:aws:devicefarm:us-west-2:308535385114:devicepool:02a2cf0f-6d9b-45ee-ba1a-a086587469e6/e59f866a-30aa-4aa1-87b7-4510e5820dfa"
+          DEVICE_POOL_ARNS[samsung_galaxy_s22]="arn:aws:devicefarm:us-west-2:308535385114:devicepool:02a2cf0f-6d9b-45ee-ba1a-a086587469e6/e59f866a-30aa-4aa1-87b7-4510e5820dfa"
 
           # Resolve device names with their corresponding ARNs
           if [[ ! $(echo "$DEVICES" | jq empty 2>/dev/null) ]]; then

extension/llm/export/partitioner_lib.py

@@ -140,7 +140,7 @@ def get_qnn_partitioner(
 
     return QnnPartitioner(  # pyre-fixme[16]
         generate_qnn_executorch_compiler_spec(  # pyre-fixme[16]
-            soc_model=QcomChipset.SM8650,  # default to SM8650  # pyre-fixme[16]
+            soc_model=QcomChipset.SM8450,  # default to SM8450  # pyre-fixme[16]
             # pyre-fixme[16]
             backend_options=generate_htp_compiler_spec(
                 use_fp16=use_fp16,