docs: add concurrency choice to the perf.sh (#1497)

benchmarks/llm/perf.sh

@@ -14,13 +14,13 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-
-# Parse command line arguments
+# Default Values
 model="neuralmagic/DeepSeek-R1-Distill-Llama-70B-FP8-dynamic"
 url="http://localhost:8000"
 mode="aggregated"
 artifacts_root_dir="artifacts_root"
 deployment_kind="dynamo"
+concurrency_list="1,2,4,8,16,32,64,128,256"
 
 # Input Sequence Length (isl) 3000 and Output Sequence Length (osl) 150 are
 # selected for chat use case. Note that for other use cases, the results and
@@ -35,42 +35,66 @@ prefill_dp=0
 decode_tp=0
 decode_dp=0
 
+print_help() {
+  echo "Usage: $0 [OPTIONS]"
+  echo
+  echo "Options:"
+  echo "  --tensor-parallelism, --tp <int>           Tensor parallelism (default: $tp)"
+  echo "  --data-parallelism, --dp <int>             Data parallelism (default: $dp)"
+  echo "  --prefill-tensor-parallelism, --prefill-tp <int>   Prefill tensor parallelism (default: $prefill_tp)"
+  echo "  --prefill-data-parallelism, --prefill-dp <int>     Prefill data parallelism (default: $prefill_dp)"
+  echo "  --decode-tensor-parallelism, --decode-tp <int>     Decode tensor parallelism (default: $decode_tp)"
+  echo "  --decode-data-parallelism, --decode-dp <int>       Decode data parallelism (default: $decode_dp)"
+  echo "  --model <model_id>                         Hugging Face model ID to benchmark (default: $model)"
+  echo "  --input-sequence-length, --isl <int>       Input sequence length (default: $isl)"
+  echo "  --output-sequence-length, --osl <int>      Output sequence length (default: $osl)"
+  echo "  --url <http://host:port>                   Target URL for inference requests (default: $url)"
+  echo "  --concurrency <list>                       Comma-separated concurrency levels (default: $concurrency_list)"
+  echo "  --mode <aggregated|disaggregated>          Serving mode (default: $mode)"
+  echo "  --artifacts-root-dir <path>                Root directory to store benchmark results (default: $artifacts_root_dir)"
+  echo "  --deployment-kind <type>                   Deployment tag used for pareto chart labels (default: $deployment_kind)"
+  echo "  --help                                     Show this help message and exit"
+  echo
+  exit 0
+}
+
+# Parse command line arguments
 # The defaults can be overridden by command line arguments.
 while [[ $# -gt 0 ]]; do
   case $1 in
-    --tensor-parallelism)
+    --tensor-parallelism|--tp)
       tp="$2"
       shift 2
       ;;
-    --data-parallelism)
+    --data-parallelism|--dp)
       dp="$2"
       shift 2
       ;;
-    --prefill-tensor-parallelism)
+    --prefill-tensor-parallelism|--prefill-tp)
       prefill_tp="$2"
       shift 2
       ;;
-    --prefill-data-parallelism)
+    --prefill-data-parallelism|--prefill-dp)
       prefill_dp="$2"
       shift 2
       ;;
-    --decode-tensor-parallelism)
+    --decode-tensor-parallelism|--decode-tp)
       decode_tp="$2"
       shift 2
       ;;
-    --decode-data-parallelism)
+    --decode-data-parallelism|--decode-dp)
       decode_dp="$2"
       shift 2
       ;;
-      --model)
+    --model)
       model="$2"
       shift 2
       ;;
-    --input-sequence-length)
+    --input-sequence-length|--isl)
       isl="$2"
       shift 2
       ;;
-    --output-sequence-length)
+    --output-sequence-length|--osl)
       osl="$2"
       shift 2
       ;;
@@ -78,6 +102,10 @@ while [[ $# -gt 0 ]]; do
       url="$2"
       shift 2
       ;;
+    --concurrency)
+      concurrency_list="$2"
+      shift 2
+      ;;
     --mode)
       mode="$2"
       shift 2
@@ -90,6 +118,9 @@ while [[ $# -gt 0 ]]; do
       deployment_kind="$2"
       shift 2
       ;;
+    --help)
+      print_help
+      ;;
     *)
       echo "Unknown option: $1"
       exit 1
@@ -97,6 +128,20 @@ while [[ $# -gt 0 ]]; do
   esac
 done
 
+# Function to validate if concurrency values are positive integers
+validate_concurrency() {
+  for val in "${concurrency_array[@]}"; do
+    if ! [[ "$val" =~ ^[0-9]+$ ]] || [ "$val" -le 0 ]; then
+      echo "Error: Invalid concurrency value '$val'. Must be a positive integer." >&2
+      exit 1
+    fi
+  done
+}
+
+IFS=',' read -r -a concurrency_array <<< "$concurrency_list"
+# Validate concurrency values
+validate_concurrency
+
 if [ "${mode}" == "aggregated" ]; then
   if [ "${tp}" == "0" ] && [ "${dp}" == "0" ]; then
     echo "--tensor-parallelism and --data-parallelism must be set for aggregated mode."
@@ -157,8 +202,15 @@ if [ $index -gt 0 ]; then
     echo "--------------------------------"
 fi
 
+echo "Running genai-perf with:"
+echo "Model: $model"
+echo "ISL: $isl"
+echo "OSL: $osl"
+echo "Concurrency levels: ${concurrency_array[@]}"
+
 # Concurrency levels to test
-for concurrency in 1 2 4 8 16 32 64 128 256; do
+for concurrency in "${concurrency_array[@]}"; do
+  echo "Run concurrency: $concurrency"
 
   # NOTE: For Dynamo HTTP OpenAI frontend, use `nvext` for fields like
   # `ignore_eos` since they are not in the official OpenAI spec.
@@ -185,7 +237,7 @@ for concurrency in 1 2 4 8 16 32 64 128 256; do
     --artifact-dir ${artifact_dir} \
     -- \
     -v \
-    --max-threads 256 \
+    --max-threads ${concurrency} \
     -H 'Authorization: Bearer NOT USED' \
     -H 'Accept: text/event-stream'
 

examples/llm/benchmarks/README.md

@@ -242,6 +242,23 @@ Single-Node
  bash -x /workspace/benchmarks/llm/perf.sh --mode aggregated --deployment-kind vllm_serve --tensor-parallelism 8 --data-parallelism 2
  ```
 
+ We could also run the benchmarking script and specify the model, input sequence length, output sequence length, and concurrency levels to target for benchmarking:
+
+ ```bash
+ bash -x /workspace/benchmarks/llm/perf.sh \
+  --mode aggregated \
+  --deployment-kind vllm_serve \
+  --tensor-parallelism 1 \
+  --data-parallelism 1 \
+  --model neuralmagic/DeepSeek-R1-Distill-Llama-70B-FP8-dynamic \
+  --input-sequence-length 3000 \
+  --output-sequence-length 150 \
+  --url http://localhost:8000 \
+  --concurrency 1,2,4,8,16,32,64,128,256
+
+  # The `--concurrency` option accepts either a single value (e.g., 64) or a comma-separated list (e.g., 1,2,4,8) to specify multiple concurrency levels for benchmarking.
+ ```
+
  > [!Important]
  > We should be careful in specifying these options in `perf.sh` script. They should closely reflect the deployment config that is being benchmarked. See `perf.sh --help` to learn more about these option. In the above command, we described that our deployment is using aggregated serving in `vllm serve`. We have also accurately described that we have 2 workers with TP=4(or TP=8 for two nodes).