diff --git a/.devcontainer/docker-compose.override-example.yml b/.devcontainer/docker-compose.override-example.yml index 67f4f3d0c479..a0f46a4324e6 100644 --- a/.devcontainer/docker-compose.override-example.yml +++ b/.devcontainer/docker-compose.override-example.yml @@ -5,4 +5,4 @@ services: volumes: # Uncomment the following lines to enable # # Mount TRTLLM data volume: - # - /home/scratch.trt_llm_data/:/home/scratch.trt_llm_data/:ro + # - /home/scratch.trt_llm_data_ci/:/home/scratch.trt_llm_data_ci/:ro diff --git a/examples/disaggregated/slurm/benchmark/config.yaml b/examples/disaggregated/slurm/benchmark/config.yaml index b0952d9b7c45..50761e7e8e3b 100644 --- a/examples/disaggregated/slurm/benchmark/config.yaml +++ b/examples/disaggregated/slurm/benchmark/config.yaml @@ -37,7 +37,7 @@ environment: cuda_architectures: "" # Optional CUDA architectures to build for (e.g. "90-real;100-real"). If empty, builds for all architectures trtllm_wheel_path: "" # Path to pre-built TensorRT-LLM wheel. If provided, install from this wheel instead work_dir: "" - worker_env_var: "TLLM_LOG_LEVEL=INFO TRTLLM_SERVER_DISABLE_GC=1 TRTLLM_WORKER_DISABLE_GC=1 TRTLLM_ENABLE_PDL=1 ENROOT_ALLOW_DEV=yes" + worker_env_var: "TLLM_LOG_LEVEL=INFO TRTLLM_SERVER_DISABLE_GC=1 TRTLLM_WORKER_DISABLE_GC=1 TRTLLM_ENABLE_PDL=1 ENROOT_ALLOW_DEV=yes NCCL_GRAPH_MIXING_SUPPORT=0" server_env_var: "TRTLLM_SERVER_DISABLE_GC=1" # Profiling Configuration diff --git a/examples/disaggregated/slurm/benchmark/disaggr_torch.slurm b/examples/disaggregated/slurm/benchmark/disaggr_torch.slurm index 1938db569ffb..cce860417689 100644 --- a/examples/disaggregated/slurm/benchmark/disaggr_torch.slurm +++ b/examples/disaggregated/slurm/benchmark/disaggr_torch.slurm @@ -124,9 +124,16 @@ elif [ -d "${trtllm_repo}" ]; then echo "TensorRT-LLM installation completed successfully" else echo "trtllm_wheel_path and trtllm_repo are not provided, will use the installed TensorRT-LLM from the container" - if [ -v TRT_LLM_GIT_COMMIT ]; then - echo "TRT_LLM_GIT_COMMIT: ${TRT_LLM_GIT_COMMIT}" + # get_env file is in the same directory as this script + get_env_file=${work_dir}/get_env.py + if ! srun --container-name=${container_name} \ + --container-mounts=${container_mount} --no-container-mount-home \ + --mpi=pmix --overlap -N 1 --ntasks-per-node=1 \ + bash -c "python ${get_env_file} -e ${full_logdir}/env_vars.json" \ + &> ${full_logdir}/2_get_env.log; then + cleanup_on_failure "Failed to get TensorRT-LLM environment variables. Check ${full_logdir}/2_get_env.log for details" fi + echo "TensorRT-LLM environment variables saved to ${full_logdir}/env_vars.json" fi # Get node lists and replace the placeholder with the actual node names diff --git a/examples/disaggregated/slurm/benchmark/get_env.py b/examples/disaggregated/slurm/benchmark/get_env.py new file mode 100644 index 000000000000..0120c9f0f127 --- /dev/null +++ b/examples/disaggregated/slurm/benchmark/get_env.py @@ -0,0 +1,33 @@ +#!/usr/bin/env python3 +import argparse +import json +import os + + +def main(): + parser = argparse.ArgumentParser( + description="Get TensorRT-LLM environment variables and save to JSON" + ) + parser.add_argument("-e", "--env-file", required=True, help="Environment file path") + args = parser.parse_args() + + # read env file, append new envs to it + with open(args.env_file, "r") as f: + env_data = json.load(f) + + # Get environment variables + new_env_data = { + "TRT_LLM_GIT_COMMIT": os.environ.get("TRT_LLM_GIT_COMMIT", ""), + "TRT_LLM_VERSION": os.environ.get("TRT_LLM_VERSION", ""), + } + print(f"Environment variables: {new_env_data}") + env_data.update(new_env_data) + # Save to environment file + with open(args.env_file, "w") as f: + json.dump(env_data, f, indent=2) + + print(f"Environment variables saved to {args.env_file}") + + +if __name__ == "__main__": + main() diff --git a/examples/disaggregated/slurm/benchmark/run_benchmark.sh b/examples/disaggregated/slurm/benchmark/run_benchmark.sh index fdf71b6ac11c..47c83cf4b721 100644 --- a/examples/disaggregated/slurm/benchmark/run_benchmark.sh +++ b/examples/disaggregated/slurm/benchmark/run_benchmark.sh @@ -6,9 +6,9 @@ set -u trap 'echo "Error occurred at line $LINENO"; exit 1' ERR # Add parameter validation -if [ "$#" -lt 9 ]; then - echo "Error: Missing required arguments" - echo "Usage: $0 model_name dataset_file multi_round concurrency_list streaming log_path hostname port" +if [ "$#" -lt 10 ]; then + echo "Error: Missing required arguments, got $# arguments, args: $@" + echo "Usage: $0 model_name dataset_file multi_round num_gen_servers concurrency_list streaming log_path hostname port ucx_warmup_requests" exit 1 fi @@ -21,6 +21,7 @@ streaming=$6 log_path=$7 hostname=$8 port=$9 +ucx_warmup_requests=${10} # check process id is not 0 if [[ ${SLURM_PROCID} != "0" ]]; then @@ -28,6 +29,99 @@ if [[ ${SLURM_PROCID} != "0" ]]; then exit 0 fi +do_get_logs(){ + local input_file=$1 + local output_file=$2 + local mode=$3 + local start_line=$4 + # check mode is ctx or gen + if [ "${mode}" = "ctx" ]; then + sed -n "${start_line},\$p" ${input_file} | grep -a "'num_generation_tokens': 0" > ${output_file} || true + elif [ "${mode}" = "gen" ]; then + sed -n "${start_line},\$p" ${input_file} | grep -a "'num_ctx_requests': 0, 'num_ctx_tokens': 0" > ${output_file} || true + else + echo "Invalid mode: ${mode}" + return 1 + fi + return 0 +} + +do_process_all_logs(){ + local input_folder=$1 + local output_folder=$2 + local mode=$3 + if [ "${mode}" != "line" ] && [ "${mode}" != "log" ] && [ "${mode}" != "clean" ]; then + echo "Invalid mode: ${mode}" + exit 1 + fi + local ctx_log + local ctx_num + local gen_log + local gen_num + local line_count + local start_line + for ctx_log in ${input_folder}/3_output_CTX_*.log; do + if [ -f "${ctx_log}" ]; then + ctx_num=$(basename "${ctx_log}" | sed 's/3_output_CTX_\([0-9]*\)\.log/\1/') + if [ "${mode}" = "line" ]; then + line_count=$(wc -l < ${ctx_log}) + echo ${line_count} > ${output_folder}/ctx_only_line_${ctx_num}.txt + elif [ "${mode}" = "log" ]; then + if [ ! -f "${output_folder}/ctx_only_line_${ctx_num}.txt" ]; then + start_line=0 + else + start_line=$(cat ${output_folder}/ctx_only_line_${ctx_num}.txt) + rm -f ${output_folder}/ctx_only_line_${ctx_num}.txt + fi + do_get_logs ${ctx_log} ${output_folder}/ctx_only_${ctx_num}.txt "ctx" ${start_line} + elif [ "${mode}" = "clean" ]; then + rm -f ${ctx_log} + fi + fi + done + # process all the gen log files in the input folder + for gen_log in ${input_folder}/3_output_GEN_*.log; do + if [ -f "${gen_log}" ]; then + gen_num=$(basename "${gen_log}" | sed 's/3_output_GEN_\([0-9]*\)\.log/\1/') + if [ "${mode}" = "line" ]; then + line_count=$(wc -l < ${gen_log}) + echo ${line_count} > ${output_folder}/gen_only_line_${gen_num}.txt + elif [ "${mode}" = "log" ]; then + if [ ! -f "${output_folder}/gen_only_line_${gen_num}.txt" ]; then + start_line=0 + else + start_line=$(cat ${output_folder}/gen_only_line_${gen_num}.txt) + rm -f ${output_folder}/gen_only_line_${gen_num}.txt + fi + do_get_logs ${gen_log} ${output_folder}/gen_only_${gen_num}.txt "gen" ${start_line} + elif [ "${mode}" = "clean" ]; then + rm -f ${gen_log} + fi + fi + done +} + +mkdir -p ${log_path}/start_logs +cp ${log_path}/3_output_CTX_*.log ${log_path}/start_logs/ 2>/dev/null || true +cp ${log_path}/3_output_GEN_*.log ${log_path}/start_logs/ 2>/dev/null || true + +# warmup requests for ucx connections +if [ "${ucx_warmup_requests}" -gt 0 ]; then + echo "warming up ucx connections with small requests... ${ucx_warmup_requests}" + python -m tensorrt_llm.serve.scripts.benchmark_serving \ + --model ${model_name} \ + --dataset-name random \ + --random-ids \ + --random-input-len 100 \ + --random-output-len 10 \ + --num-prompts ${ucx_warmup_requests} \ + --host ${hostname} \ + --port ${port} \ + --ignore-eos \ + --non-streaming + echo "UCX warmup done" +fi + echo "Hostname: ${hostname}, Port: ${port}" echo "Starting benchmark..." for concurrency in ${concurrency_list}; do @@ -35,6 +129,7 @@ for concurrency in ${concurrency_list}; do num_prompts=$((concurrency * multi_round)) echo "Benchmarking with concurrency ${concurrency} ... ${num_prompts} prompts" mkdir -p ${log_path}/concurrency_${concurrency} + do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "line" python -m tensorrt_llm.serve.scripts.benchmark_serving \ --model ${model_name} \ --backend openai \ @@ -53,4 +148,6 @@ for concurrency in ${concurrency_list}; do --percentile-metrics "ttft,tpot,itl,e2el" \ $(if [ "${streaming}" = "false" ]; then echo "--non-streaming"; fi) echo "Benchmark with concurrency ${concurrency} done" + do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "log" done +# do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "clean" diff --git a/examples/disaggregated/slurm/benchmark/run_benchmark_nv_sa.sh b/examples/disaggregated/slurm/benchmark/run_benchmark_nv_sa.sh index ef3ea39f6ba7..8abcd7514ddd 100644 --- a/examples/disaggregated/slurm/benchmark/run_benchmark_nv_sa.sh +++ b/examples/disaggregated/slurm/benchmark/run_benchmark_nv_sa.sh @@ -42,6 +42,7 @@ streaming=$8 log_path=$9 hostname=${10} port=${11} +ucx_warmup_requests=${12} # check process id is not 0 if [[ ${SLURM_PROCID} != "0" ]]; then @@ -59,14 +60,107 @@ fi echo "Cloning benchmark repository..." git clone "${BENCH_SERVING_REPO}" "${BENCH_SERVING_DIR}" +do_get_logs(){ + local input_file=$1 + local output_file=$2 + local mode=$3 + local start_line=$4 + # check mode is ctx or gen + if [ "${mode}" = "ctx" ]; then + sed -n "${start_line},\$p" ${input_file} | grep -a "'num_generation_tokens': 0" > ${output_file} || true + elif [ "${mode}" = "gen" ]; then + sed -n "${start_line},\$p" ${input_file} | grep -a "'num_ctx_requests': 0, 'num_ctx_tokens': 0" > ${output_file} || true + else + echo "Invalid mode: ${mode}" + return 1 + fi + return 0 +} + +do_process_all_logs(){ + local input_folder=$1 + local output_folder=$2 + local mode=$3 + if [ "${mode}" != "line" ] && [ "${mode}" != "log" ] && [ "${mode}" != "clean" ]; then + echo "Invalid mode: ${mode}" + exit 1 + fi + local ctx_log + local ctx_num + local gen_log + local gen_num + local line_count + local start_line + for ctx_log in ${input_folder}/output_ctx_*.log; do + if [ -f "${ctx_log}" ]; then + ctx_num=$(basename "${ctx_log}" | sed 's/output_ctx_\([0-9]*\)\.log/\1/') + if [ "${mode}" = "line" ]; then + line_count=$(wc -l < ${ctx_log}) + echo ${line_count} > ${output_folder}/ctx_only_line_${ctx_num}.txt + elif [ "${mode}" = "log" ]; then + if [ ! -f "${output_folder}/ctx_only_line_${ctx_num}.txt" ]; then + start_line=0 + else + start_line=$(cat ${output_folder}/ctx_only_line_${ctx_num}.txt) + rm -f ${output_folder}/ctx_only_line_${ctx_num}.txt + fi + do_get_logs ${ctx_log} ${output_folder}/ctx_only_${ctx_num}.txt "ctx" ${start_line} + elif [ "${mode}" = "clean" ]; then + rm -f ${ctx_log} + fi + fi + done + # process all the gen log files in the input folder + for gen_log in ${input_folder}/output_gen_*.log; do + if [ -f "${gen_log}" ]; then + gen_num=$(basename "${gen_log}" | sed 's/output_gen_\([0-9]*\)\.log/\1/') + if [ "${mode}" = "line" ]; then + line_count=$(wc -l < ${gen_log}) + echo ${line_count} > ${output_folder}/gen_only_line_${gen_num}.txt + elif [ "${mode}" = "log" ]; then + if [ ! -f "${output_folder}/gen_only_line_${gen_num}.txt" ]; then + start_line=0 + else + start_line=$(cat ${output_folder}/gen_only_line_${gen_num}.txt) + rm -f ${output_folder}/gen_only_line_${gen_num}.txt + fi + do_get_logs ${gen_log} ${output_folder}/gen_only_${gen_num}.txt "gen" ${start_line} + elif [ "${mode}" = "clean" ]; then + rm -f ${gen_log} + fi + fi + done +} + +mkdir -p ${log_path}/start_logs +cp ${log_path}/output_ctx_*.log ${log_path}/start_logs/ 2>/dev/null || true +cp ${log_path}/output_gen_*.log ${log_path}/start_logs/ 2>/dev/null || true + +# warmup requests for ucx connections +if [ "${ucx_warmup_requests}" -gt 0 ]; then + echo "warming up ucx connections with small requests... ${ucx_warmup_requests}" + python -m tensorrt_llm.serve.scripts.benchmark_serving \ + --model ${model_name} \ + --dataset-name random \ + --random-ids \ + --random-input-len 100 \ + --random-output-len 10 \ + --num-prompts ${ucx_warmup_requests} \ + --host ${hostname} \ + --port ${port} \ + --ignore-eos \ + --non-streaming + echo "UCX warmup done" +fi + # Run benchmarks echo "Starting benchmark..." for concurrency in ${concurrency_list}; do concurrency=$((concurrency * num_gen_servers)) num_prompts=$((concurrency * multi_round)) output_dir="${log_path}/concurrency_${concurrency}" - echo "Benchmarking with concurrency ${concurrency} ... ${num_prompts} prompts" + do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "line" mkdir -p "${output_dir}" python "${BENCH_SCRIPT}" \ @@ -89,4 +183,6 @@ for concurrency in ${concurrency_list}; do $([ "${streaming}" = "false" ] && echo "--non-streaming") echo "Benchmark with concurrency ${concurrency} done" + do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "log" done +# do_process_all_logs ${log_path}/ ${log_path}/concurrency_${concurrency} "clean" diff --git a/examples/disaggregated/slurm/benchmark/start_worker.sh b/examples/disaggregated/slurm/benchmark/start_worker.sh index 7e995fe18b11..d96201aa7e54 100644 --- a/examples/disaggregated/slurm/benchmark/start_worker.sh +++ b/examples/disaggregated/slurm/benchmark/start_worker.sh @@ -34,7 +34,6 @@ else fi if [ "${benchmark_mode}" = "gen_only" ]; then - export TRTLLM_DISABLE_KV_CACHE_TRANSFER_OVERLAP=1 export TLLM_BENCHMARK_REQ_QUEUES_SIZE=${concurrency} fi diff --git a/examples/disaggregated/slurm/benchmark/submit.py b/examples/disaggregated/slurm/benchmark/submit.py index d7e9f0a6217f..40d158e62d05 100644 --- a/examples/disaggregated/slurm/benchmark/submit.py +++ b/examples/disaggregated/slurm/benchmark/submit.py @@ -168,6 +168,27 @@ def replace_env_in_file(log_dir, file_path, env_var): return tmp_dir +def save_env_file(env_file, server_env_var, worker_env_var, ctx_worker_env_var, + gen_worker_env_var): + + def get_env_var_str(env_var_str): + env_data = {} + for env_var in env_var_str.split(): + if '=' in env_var: + key, value = env_var.split('=', 1) + env_data[key] = value + return env_data + + env_data = {} + env_data['server_env_var'] = get_env_var_str(server_env_var) + env_data['worker_env_var'] = get_env_var_str(worker_env_var) + env_data['ctx_worker_env_var'] = get_env_var_str(ctx_worker_env_var) + env_data['gen_worker_env_var'] = get_env_var_str(gen_worker_env_var) + with open(env_file, 'w') as f: + json.dump(env_data, f, indent=2) + print(f"Environment variables saved to {env_file}") + + def submit_job(config, log_dir, dry_run): # Extract configurations slurm_config = config['slurm'] @@ -179,6 +200,11 @@ def submit_job(config, log_dir, dry_run): worker_config = config['worker_config'] benchmark_config = config['benchmark'] + if 'work_dir' in env_config and os.path.isdir(env_config['work_dir']): + script_dir = env_config['work_dir'] + else: + script_dir = os.path.dirname(os.path.abspath(__file__)) + # Set default accuracy configuration for backward compatibility if 'accuracy' not in config: config['accuracy'] = { @@ -200,11 +226,15 @@ def submit_job(config, log_dir, dry_run): env_config.setdefault('worker_env_var', '') env_config.setdefault('server_env_var', '') - worker_env_var = env_config.get('worker_env_var') - server_env_var = env_config.get('server_env_var') + worker_env_var = env_config.get('worker_env_var', '') + ctx_worker_env_var = env_config.get('ctx_worker_env_var', '') + gen_worker_env_var = env_config.get('gen_worker_env_var', '') + server_env_var = env_config.get('server_env_var', '') if benchmark_config['mode'] == "gen_only_no_context": worker_env_var += " TRTLLM_DISAGG_BENCHMARK_GEN_ONLY=1" server_env_var += " TRTLLM_DISAGG_BENCHMARK_GEN_ONLY=1" + if benchmark_config['mode'] == "gen_only": + worker_env_var += " TRTLLM_DISABLE_KV_CACHE_TRANSFER_OVERLAP=1" profiling_config = config.get('profiling', {}) profiling_config.setdefault('nsys_on', False) @@ -228,6 +258,8 @@ def submit_job(config, log_dir, dry_run): gen_pp_size = worker_config['gen'].get('pipeline_parallel_size', 1) gen_world_size = gen_tp_size * gen_cp_size * gen_pp_size gen_nodes = calculate_nodes(gen_world_size, gen_num, gpus_per_node) + ucx_warmup_requests = 2 * ctx_world_size * \ + gen_world_size if benchmark_config['mode'] == "e2e" else 0 total_nodes = ctx_nodes + gen_nodes total_tasks = total_nodes * gpus_per_node @@ -251,8 +283,10 @@ def submit_job(config, log_dir, dry_run): {}).get('num_nextn_predict_layers', 0) # Create base log directory path + if 'log_dir' in env_config and env_config['log_dir']: + log_dir = env_config['log_dir'] if log_dir is None: - log_base = os.path.join(env_config['work_dir'], "logs") + log_base = os.path.join(script_dir, "logs") date_prefix = datetime.now().strftime("%Y%m%d-%H%M%S") log_base = os.path.join(log_base, f"{date_prefix}/{isl}-{osl}") @@ -266,13 +300,30 @@ def submit_job(config, log_dir, dry_run): # Create full log directory path log_dir = os.path.join(log_base, dir_suffix) - # Remove existing directory if it exists + # if trtllm_config.yaml exists, don't remove the directory, remove other files in the directory except trtllm_config.yaml + # also don't remove concurrency_* folders if os.path.exists(log_dir): - print(f"[WARNING] Removing existing log directory: {log_dir}") - shutil.rmtree(log_dir) - os.makedirs(log_dir) + if not os.path.exists(os.path.join(log_dir, 'trtllm_config.yaml')): + print(f"[WARNING] Removing existing log directory: {log_dir}") + shutil.rmtree(log_dir) + else: + print( + f"[WARNING] trtllm_config.yaml exists, not removing the directory: {log_dir}" + ) + for file in os.listdir(log_dir): + if file != 'trtllm_config.yaml' and not file.startswith( + 'concurrency_'): + if os.path.isdir(os.path.join(log_dir, file)): + shutil.rmtree(os.path.join(log_dir, file)) + else: + os.remove(os.path.join(log_dir, file)) + os.makedirs(log_dir, exist_ok=True) print(f"Log will be saved to: {log_dir}") + # Save environment variables + save_env_file(os.path.join(log_dir, "env_vars.json"), server_env_var, + worker_env_var, ctx_worker_env_var, gen_worker_env_var) + # Setup config file paths and save worker configs ctx_config_path = os.path.join(log_dir, 'ctx_config.yaml') gen_config_path = os.path.join(log_dir, 'gen_config.yaml') @@ -300,6 +351,8 @@ def submit_job(config, log_dir, dry_run): container_name = "disaggr-test" start_server_cmds = [] + container_mount_str = env_config['container_mount'] + container_mount_str += f",{script_dir}:{script_dir}" # Generate start worker commands with placeholder hostnames for server_type in allocations.keys(): for server_id in allocations[server_type].keys(): @@ -307,7 +360,11 @@ def submit_job(config, log_dir, dry_run): cuda_devices = ",".join([ str(device) for device in list(allocation["nodes"].values())[0] ]) - cur_worker_env_var = worker_env_var + f" CUDA_VISIBLE_DEVICES={cuda_devices}" + cur_worker_env_var = worker_env_var + \ + f" CUDA_VISIBLE_DEVICES={cuda_devices}" + \ + (f" {ctx_worker_env_var}" if server_type == "CTX" else "") + \ + (f" {gen_worker_env_var}" if server_type == "GEN" else "") + # Use script_dir for start_worker.sh cmd = [ "srun -l", f"--nodelist {','.join(allocation['nodes'].keys())}", @@ -316,9 +373,9 @@ def submit_job(config, log_dir, dry_run): f"--ntasks-per-node {gpus_per_node}", f"--container-image {env_config['container_image']}", f"--container-name {container_name}", - f"--container-mounts {env_config['container_mount']}", + f"--container-mounts {container_mount_str}", "--no-container-mount-home --mpi=pmix --overlap", - f"bash {os.path.join(env_config['work_dir'], 'start_worker.sh')}", + f"bash {os.path.join(script_dir, 'start_worker.sh')}", server_type, str(server_id), env_config['model_path'], @@ -336,26 +393,26 @@ def submit_job(config, log_dir, dry_run): ] start_server_cmds.append(" ".join(cmd)) - # Generate start server commands + # Generate start server commands (use script_dir for start_server.sh) cmd = [ "srun -l", f"--nodelist {disagg_server_hostname}", f"--container-name={container_name}", f"--container-image={env_config['container_image']}", - f"--container-mounts={env_config['container_mount']}", + f"--container-mounts={container_mount_str}", f"--no-container-mount-home --mpi=pmix --overlap -N 1 -n 1", - f"bash {env_config['work_dir']}/start_server.sh {os.path.join(log_dir, 'server_config.yaml')} \"{server_env_var}\"", + f"bash {os.path.join(script_dir, 'start_server.sh')} {os.path.join(log_dir, 'server_config.yaml')} \"{server_env_var}\"", f"&> {log_dir}/4_output_server.log &", ] start_server_cmds.append(" ".join(cmd)) - # Generate wait server command + # Generate wait server command (use script_dir for wait_server.sh) cmd = [ "srun -l", f"--container-name={container_name}", - f"--container-mounts={env_config['container_mount']}", + f"--container-mounts={container_mount_str}", f"--mpi=pmix --overlap -N 1 -n 1", - f"bash {env_config['work_dir']}/wait_server.sh {disagg_server_hostname} {disagg_server_port}", + f"bash {os.path.join(script_dir, 'wait_server.sh')} {disagg_server_hostname} {disagg_server_port}", f"&> {log_dir}/5_wait_server.log", ] start_server_cmds.append(" ".join(cmd)) @@ -363,14 +420,13 @@ def submit_job(config, log_dir, dry_run): with open(os.path.join(log_dir, "start_server_cmds.sh"), "w") as f: f.write("\n".join(start_server_cmds) + "\n") - # Generate client commands + # Generate client commands (use script_dir for benchmark scripts) client_cmds = [] client_slurm_prefix = [ f"srun -l --container-name={container_name}", - f"--container-mounts={env_config['container_mount']}", + f"--container-mounts={container_mount_str}", f"--mpi=pmix --overlap -N 1 -n 1", ] - # Append benchmark commands if benchmark_config.get('enable_benchmark', True): env_var = config['benchmark'].get('env_var', {}) @@ -378,16 +434,21 @@ def submit_job(config, log_dir, dry_run): f"--export \"{convert_envs_to_str(env_var)}\"" ] if benchmark_config['use_nv_sa_benchmark']: + if benchmark_config['mode'] == "gen_only": + print( + f"[ERROR] SA benchmark client script is not supported for gen_only mode" + ) + sys.exit(1) benchmark_cmd = [ - f"bash {env_config['work_dir']}/run_benchmark_nv_sa.sh", - f"'{env_config['model_path']}' {isl} {osl} {benchmark_config['benchmark_ratio']} {benchmark_config['multi_round']} {gen_num} '{benchmark_config['concurrency_list']}' {benchmark_config['streaming']} '{log_dir}' {disagg_server_hostname} {disagg_server_port}", + f"bash {os.path.join(script_dir, 'run_benchmark_nv_sa.sh')}", + f"'{env_config['model_path']}' {isl} {osl} {benchmark_config['benchmark_ratio']} {benchmark_config['multi_round']} {gen_num} '{benchmark_config['concurrency_list']}' {benchmark_config['streaming']} '{log_dir}' {disagg_server_hostname} {disagg_server_port} {ucx_warmup_requests}", f"&> {log_dir}/6_bench.log" ] client_cmds.append(" ".join(benchmark_prefix + benchmark_cmd)) else: benchmark_cmd = [ - f"bash {env_config['work_dir']}/run_benchmark.sh", - f"'{env_config['model_path']}' '{benchmark_config['dataset_file']}' {benchmark_config['multi_round']} {gen_num} '{benchmark_config['concurrency_list']}' {benchmark_config['streaming']} '{log_dir}' {disagg_server_hostname} {disagg_server_port}", + f"bash {os.path.join(script_dir, 'run_benchmark.sh')}", + f"'{env_config['model_path']}' '{benchmark_config['dataset_file']}' {benchmark_config['multi_round']} {gen_num} '{benchmark_config['concurrency_list']}' {benchmark_config['streaming']} '{log_dir}' {disagg_server_hostname} {disagg_server_port} {ucx_warmup_requests}", f"&> {log_dir}/6_bench.log" ] client_cmds.append(" ".join(benchmark_prefix + benchmark_cmd)) @@ -426,6 +487,18 @@ def submit_job(config, log_dir, dry_run): with open(os.path.join(log_dir, "client_cmds.sh"), "w") as f: f.write("\n".join(client_cmds) + "\n") + # Resolve slurm script_file path + # If it's a relative path, make it relative to script_dir + slurm_script_file = slurm_config['script_file'] + if not os.path.isabs(slurm_script_file): + slurm_script_file = os.path.join(script_dir, slurm_script_file) + + # Verify the script file exists + if not os.path.exists(slurm_script_file): + print(f"[ERROR] SLURM script file not found: {slurm_script_file}", + file=sys.stderr) + sys.exit(1) + # Prepare sbatch command # yapf: disable cmd = [ @@ -437,21 +510,22 @@ def submit_job(config, log_dir, dry_run): f'--nodes={total_nodes}', f'--ntasks={total_tasks}', f'--ntasks-per-node={hw_config["gpus_per_node"]}', - *([] if not slurm_config['set_segment'] else [f'--segment={total_nodes}']), + *([] if not slurm_config['set_segment'] + else [f'--segment={total_nodes}']), f'--output={log_dir}/slurm-%j.out', f'--error={log_dir}/slurm-%j.err', *([arg for arg in slurm_config['extra_args'].split() if arg]), - slurm_config['script_file'], + slurm_script_file, # Benchmark Configuration '--benchmark-mode', benchmark_config['mode'], # Environment and paths '--trtllm-repo', env_config['trtllm_repo'], - '--work-dir', env_config['work_dir'], + '--work-dir', script_dir, '--full-logdir', log_dir, '--container-name', container_name, - '--container-mount', env_config['container_mount'], + '--container-mount', container_mount_str, '--container-image', env_config['container_image'], '--build-wheel', str(env_config['build_wheel']).lower(), '--cuda-architectures', env_config['cuda_architectures'], diff --git a/examples/llm-api/llm_sparse_attention.py b/examples/llm-api/llm_sparse_attention.py index ce052c336783..df98e3b5c47e 100644 --- a/examples/llm-api/llm_sparse_attention.py +++ b/examples/llm-api/llm_sparse_attention.py @@ -37,7 +37,7 @@ def parse_arguments(): '--model_path', type=str, default= - "/home/scratch.trt_llm_data/llm-models/llama-3.1-model/Llama-3.1-8B-Instruct" + "/home/scratch.trt_llm_data_ci/llm-models/llama-3.1-model/Llama-3.1-8B-Instruct" ) parser.add_argument( '--input_file', diff --git a/examples/models/contrib/bloom/README.md b/examples/models/contrib/bloom/README.md index e0ab0ad6553c..4542d6147f6a 100644 --- a/examples/models/contrib/bloom/README.md +++ b/examples/models/contrib/bloom/README.md @@ -189,7 +189,7 @@ Note we use `--bin_model_dir` instead of `--model_dir` since SmoothQuant model n ``` # Quantize HF Bloom 3B into FP8 and export trtllm checkpoint -python ../../../quantization/quantize.py --model_dir /home/scratch.trt_llm_data/llm-models/bloom-3b \ +python ../../../quantization/quantize.py --model_dir /home/scratch.trt_llm_data_ci/llm-models/bloom-3b \ --dtype float16 \ --qformat fp8 \ --kv_cache_dtype fp8 \ @@ -230,7 +230,7 @@ mpirun -n 8 --allow-run-as-root \ --engine_dir ./bloom/176B/trt_engines/fp16/8-gpu/ python ../../../summarize.py --test_trt_llm \ - --hf_model_dir /home/scratch.trt_llm_data/llm-models/bloom-3b \ + --hf_model_dir /home/scratch.trt_llm_data_ci/llm-models/bloom-3b \ --data_type fp16 \ --engine_dir /tmp/bloom/3b/trt_engines/fp8/1-gpu/ ``` diff --git a/examples/models/core/bert/utils.py b/examples/models/core/bert/utils.py index 82bf5382aacf..b3714e523e87 100644 --- a/examples/models/core/bert/utils.py +++ b/examples/models/core/bert/utils.py @@ -18,7 +18,7 @@ # NOTE: This routine is copied from from tests/unittests/utils/llm_data.py def llm_models_root(check=False) -> Optional[Path]: - root = Path("/home/scratch.trt_llm_data/llm-models/") + root = Path("/home/scratch.trt_llm_data_ci/llm-models/") if "LLM_MODELS_ROOT" in os.environ: root = Path(os.environ.get("LLM_MODELS_ROOT")) @@ -28,7 +28,7 @@ def llm_models_root(check=False) -> Optional[Path]: if check: assert root.exists(), \ - "You shall set LLM_MODELS_ROOT env or be able to access /home/scratch.trt_llm_data to run this test" + "You shall set LLM_MODELS_ROOT env or be able to access /home/scratch.trt_llm_data_ci to run this test" return root if root.exists() else None diff --git a/jenkins/L0_Test.groovy b/jenkins/L0_Test.groovy index 606463d16044..92636e7a1b5e 100644 --- a/jenkins/L0_Test.groovy +++ b/jenkins/L0_Test.groovy @@ -710,7 +710,7 @@ def runLLMTestlistWithAgent(pipeline, platform, testList, config=VANILLA_CONFIG, "--entrypoint=\"\" " + "--security-opt seccomp=unconfined " + "-u root:root " + - "-v /home/scratch.trt_llm_data:/scratch.trt_llm_data:ro " + + "-v /home/scratch.trt_llm_data_ci:/scratch.trt_llm_data:ro " + "-v /tmp/ccache:${CCACHE_DIR}:rw " + "-v /tmp/pipcache/http-v2:/root/.cache/pip/http-v2:rw " + "--cap-add=SYSLOG" @@ -892,7 +892,7 @@ def getMountListForSlurmTest(SlurmCluster cluster, boolean useSbatch = false) // data/cache mounts if (cluster.containerRuntime.toString() == "DOCKER") { mounts += [ - "/home/scratch.trt_llm_data:/scratch.trt_llm_data:ro", + "/home/scratch.trt_llm_data_ci:/scratch.trt_llm_data:ro", ] } else if (cluster.containerRuntime.toString() == "ENROOT") { if (!cluster.scratchPath) { diff --git a/jenkins/TensorRT_LLM_PLC.groovy b/jenkins/TensorRT_LLM_PLC.groovy index fbf0802bd927..2ceb6c19780d 100644 --- a/jenkins/TensorRT_LLM_PLC.groovy +++ b/jenkins/TensorRT_LLM_PLC.groovy @@ -142,6 +142,7 @@ pipeline { triggers { parameterizedCron(''' H 2 * * * %branchName=main;repoUrlKey=tensorrt_llm_github + H 3 * * * %branchName=release/1.2;repoUrlKey=tensorrt_llm_github ''') } diff --git a/security_scanning/cpp/kernels/fmha_v2/poetry.lock b/security_scanning/cpp/kernels/fmha_v2/poetry.lock index 01d9f1d97b9d..2796e7232174 100644 --- a/security_scanning/cpp/kernels/fmha_v2/poetry.lock +++ b/security_scanning/cpp/kernels/fmha_v2/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "attrs" diff --git a/security_scanning/cpp/kernels/fmha_v2/pyproject.toml b/security_scanning/cpp/kernels/fmha_v2/pyproject.toml index 5d43b9442e18..b1fccbd2a133 100644 --- a/security_scanning/cpp/kernels/fmha_v2/pyproject.toml +++ b/security_scanning/cpp/kernels/fmha_v2/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "pytest (==7.2.2)", diff --git a/security_scanning/docs/poetry.lock b/security_scanning/docs/poetry.lock index ab97a0277c29..07a1127c1f77 100644 --- a/security_scanning/docs/poetry.lock +++ b/security_scanning/docs/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "accessible-pygments" @@ -766,14 +766,14 @@ files = [ [[package]] name = "soupsieve" -version = "2.8.1" +version = "2.8.2" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "soupsieve-2.8.1-py3-none-any.whl", hash = "sha256:a11fe2a6f3d76ab3cf2de04eb339c1be5b506a8a47f2ceb6d139803177f85434"}, - {file = "soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350"}, + {file = "soupsieve-2.8.2-py3-none-any.whl", hash = "sha256:0f4c2f6b5a5fb97a641cf69c0bd163670a0e45e6d6c01a2107f93a6a6f93c51a"}, + {file = "soupsieve-2.8.2.tar.gz", hash = "sha256:78a66b0fdee2ab40b7199dc3e747ee6c6e231899feeaae0b9b98a353afd48fd8"}, ] [[package]] diff --git a/security_scanning/docs/pyproject.toml b/security_scanning/docs/pyproject.toml index f1a4e707c734..f72c0f7006ae 100644 --- a/security_scanning/docs/pyproject.toml +++ b/security_scanning/docs/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "sphinx (>=7.0)", diff --git a/security_scanning/examples/apps/poetry.lock b/security_scanning/examples/apps/poetry.lock index 99ca60a706f7..b1c0613b01c3 100644 --- a/security_scanning/examples/apps/poetry.lock +++ b/security_scanning/examples/apps/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "annotated-types" diff --git a/security_scanning/examples/apps/pyproject.toml b/security_scanning/examples/apps/pyproject.toml index 63306643e523..4408b416f672 100644 --- a/security_scanning/examples/apps/pyproject.toml +++ b/security_scanning/examples/apps/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "colorama (>=0.4.6,<0.5.0)", diff --git a/security_scanning/examples/auto_deploy/poetry.lock b/security_scanning/examples/auto_deploy/poetry.lock index a527b502d087..b11c8c5c79d3 100644 --- a/security_scanning/examples/auto_deploy/poetry.lock +++ b/security_scanning/examples/auto_deploy/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] +cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] [metadata] lock-version = "2.1" diff --git a/security_scanning/examples/auto_deploy/pyproject.toml b/security_scanning/examples/auto_deploy/pyproject.toml index ef61da87350b..cd1e96985ea5 100644 --- a/security_scanning/examples/auto_deploy/pyproject.toml +++ b/security_scanning/examples/auto_deploy/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "ai-edge-model-explorer (>=0.1.14)", diff --git a/security_scanning/examples/draft_target_model/poetry.lock b/security_scanning/examples/draft_target_model/poetry.lock index 01d5ec511782..5aa7d009098a 100644 --- 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python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] +cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] [metadata] lock-version = "2.1" diff --git a/security_scanning/examples/llm-eval/lm-eval-harness/pyproject.toml b/security_scanning/examples/llm-eval/lm-eval-harness/pyproject.toml index 0a426a5980b1..3c6eca5cb5ee 100644 --- a/security_scanning/examples/llm-eval/lm-eval-harness/pyproject.toml +++ b/security_scanning/examples/llm-eval/lm-eval-harness/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "lm-eval[api] (==0.4.7)" diff --git a/security_scanning/examples/longbench/poetry.lock b/security_scanning/examples/longbench/poetry.lock index 56096a42471a..15375f8710a2 100644 --- a/security_scanning/examples/longbench/poetry.lock +++ b/security_scanning/examples/longbench/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "fuzzywuzzy" diff --git a/security_scanning/examples/longbench/pyproject.toml b/security_scanning/examples/longbench/pyproject.toml index 0b478e335f16..6af1eb3d6d68 100644 --- a/security_scanning/examples/longbench/pyproject.toml +++ b/security_scanning/examples/longbench/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "jieba (>=0.42.1,<0.43.0)", diff --git a/security_scanning/examples/lookahead/poetry.lock b/security_scanning/examples/lookahead/poetry.lock index 01d5ec511782..5aa7d009098a 100644 --- a/security_scanning/examples/lookahead/poetry.lock +++ b/security_scanning/examples/lookahead/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/bloom/pyproject.toml +++ b/security_scanning/examples/models/contrib/bloom/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/chatglm-6b/poetry.lock b/security_scanning/examples/models/contrib/chatglm-6b/poetry.lock index 5c3d28731a30..025618e85f1a 100644 --- a/security_scanning/examples/models/contrib/chatglm-6b/poetry.lock +++ b/security_scanning/examples/models/contrib/chatglm-6b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/chatglm2-6b/pyproject.toml +++ b/security_scanning/examples/models/contrib/chatglm2-6b/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/chatglm3-6b-32k/poetry.lock b/security_scanning/examples/models/contrib/chatglm3-6b-32k/poetry.lock index 5c3d28731a30..025618e85f1a 100644 --- a/security_scanning/examples/models/contrib/chatglm3-6b-32k/poetry.lock +++ b/security_scanning/examples/models/contrib/chatglm3-6b-32k/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/deepseek_v2/pyproject.toml +++ b/security_scanning/examples/models/contrib/deepseek_v2/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/falcon/poetry.lock b/security_scanning/examples/models/contrib/falcon/poetry.lock index db6e6659d9a3..8e8eb4f0dcde 100644 --- a/security_scanning/examples/models/contrib/falcon/poetry.lock +++ b/security_scanning/examples/models/contrib/falcon/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/gptneox/pyproject.toml +++ b/security_scanning/examples/models/contrib/gptneox/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/grok/poetry.lock b/security_scanning/examples/models/contrib/grok/poetry.lock index fd91a3bde2e2..b7661745c86b 100644 --- a/security_scanning/examples/models/contrib/grok/poetry.lock +++ b/security_scanning/examples/models/contrib/grok/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/hyperclovax/poetry.lock +++ b/security_scanning/examples/models/contrib/hyperclovax/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "anyio" diff --git a/security_scanning/examples/models/contrib/hyperclovax/pyproject.toml b/security_scanning/examples/models/contrib/hyperclovax/pyproject.toml index 855a47ea082e..bd3b40787b97 100644 --- a/security_scanning/examples/models/contrib/hyperclovax/pyproject.toml +++ b/security_scanning/examples/models/contrib/hyperclovax/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "decord (>=0.6.0,<0.7.0)", diff --git a/security_scanning/examples/models/contrib/internlm/poetry.lock b/security_scanning/examples/models/contrib/internlm/poetry.lock index 01d5ec511782..5aa7d009098a 100644 --- a/security_scanning/examples/models/contrib/internlm/poetry.lock +++ b/security_scanning/examples/models/contrib/internlm/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/jais/pyproject.toml +++ b/security_scanning/examples/models/contrib/jais/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/mmdit/poetry.lock b/security_scanning/examples/models/contrib/mmdit/poetry.lock index 9b9e64c2a8d8..1e5a2b232129 100644 --- a/security_scanning/examples/models/contrib/mmdit/poetry.lock +++ b/security_scanning/examples/models/contrib/mmdit/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "anyio" diff --git a/security_scanning/examples/models/contrib/mmdit/pyproject.toml b/security_scanning/examples/models/contrib/mmdit/pyproject.toml index b630c597060b..186d23496387 100644 --- a/security_scanning/examples/models/contrib/mmdit/pyproject.toml +++ b/security_scanning/examples/models/contrib/mmdit/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "transformers (>=4.56.0)", diff --git a/security_scanning/examples/models/contrib/mpt/poetry.lock b/security_scanning/examples/models/contrib/mpt/poetry.lock index 8701fb05a432..e7124f2c87be 100644 --- a/security_scanning/examples/models/contrib/mpt/poetry.lock +++ b/security_scanning/examples/models/contrib/mpt/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/mpt/pyproject.toml +++ b/security_scanning/examples/models/contrib/mpt/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/opt/poetry.lock b/security_scanning/examples/models/contrib/opt/poetry.lock index 8701fb05a432..e7124f2c87be 100644 --- a/security_scanning/examples/models/contrib/opt/poetry.lock +++ b/security_scanning/examples/models/contrib/opt/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/contrib/opt/pyproject.toml +++ b/security_scanning/examples/models/contrib/opt/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/contrib/skywork/poetry.lock b/security_scanning/examples/models/contrib/skywork/poetry.lock index 54733309f60e..4b16a3fb4b51 100644 --- a/security_scanning/examples/models/contrib/skywork/poetry.lock +++ b/security_scanning/examples/models/contrib/skywork/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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[[package]] name = "attrs" @@ -824,7 +824,7 @@ files = [ [package.dependencies] attrs = ">=22.2.0" -jsonschema-specifications = ">=2023.03.6" +jsonschema-specifications = ">=2023.3.6" referencing = ">=0.28.4" rpds-py = ">=0.25.0" diff --git a/security_scanning/examples/models/contrib/stdit/pyproject.toml b/security_scanning/examples/models/contrib/stdit/pyproject.toml index 52d266054260..93c465974e0b 100644 --- a/security_scanning/examples/models/contrib/stdit/pyproject.toml +++ b/security_scanning/examples/models/contrib/stdit/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "ftfy (>=6.3.1,<7.0.0)", diff --git a/security_scanning/examples/models/core/commandr/poetry.lock b/security_scanning/examples/models/core/commandr/poetry.lock index 8701fb05a432..e7124f2c87be 100644 --- a/security_scanning/examples/models/core/commandr/poetry.lock +++ b/security_scanning/examples/models/core/commandr/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/core/gpt/pyproject.toml +++ b/security_scanning/examples/models/core/gpt/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/core/internlm2/poetry.lock b/security_scanning/examples/models/core/internlm2/poetry.lock index b4d01e80793c..cf3b2372e24b 100644 --- a/security_scanning/examples/models/core/internlm2/poetry.lock +++ b/security_scanning/examples/models/core/internlm2/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "einops" diff --git a/security_scanning/examples/models/core/internlm2/pyproject.toml b/security_scanning/examples/models/core/internlm2/pyproject.toml index 16b869af77bd..fb80cb3d39c1 100644 --- a/security_scanning/examples/models/core/internlm2/pyproject.toml +++ b/security_scanning/examples/models/core/internlm2/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "einops (>=0.8.1,<0.9.0)" diff --git a/security_scanning/examples/models/core/llama/poetry.lock b/security_scanning/examples/models/core/llama/poetry.lock index 6950e26ab2a2..0f6aff2b9b7e 100644 --- a/security_scanning/examples/models/core/llama/poetry.lock +++ b/security_scanning/examples/models/core/llama/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/core/mamba/pyproject.toml +++ b/security_scanning/examples/models/core/mamba/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "transformers (>=4.56.0)", diff --git a/security_scanning/examples/models/core/mixtral/poetry.lock b/security_scanning/examples/models/core/mixtral/poetry.lock index 6d1b635e4803..1bb0e1111094 100644 --- a/security_scanning/examples/models/core/mixtral/poetry.lock +++ b/security_scanning/examples/models/core/mixtral/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "accelerate" diff --git a/security_scanning/examples/models/core/mixtral/pyproject.toml b/security_scanning/examples/models/core/mixtral/pyproject.toml index 2f6834c161c5..44d9a35823f7 100644 --- a/security_scanning/examples/models/core/mixtral/pyproject.toml +++ b/security_scanning/examples/models/core/mixtral/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "transformers (==4.56.0)", diff --git a/security_scanning/examples/models/core/mllama/poetry.lock b/security_scanning/examples/models/core/mllama/poetry.lock index a9a4cb661f3a..5d88514d563a 100644 --- a/security_scanning/examples/models/core/mllama/poetry.lock +++ b/security_scanning/examples/models/core/mllama/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "annotated-types" diff --git a/security_scanning/examples/models/core/mllama/pyproject.toml b/security_scanning/examples/models/core/mllama/pyproject.toml index 964dd536aa46..06d086ded7c5 100644 --- a/security_scanning/examples/models/core/mllama/pyproject.toml +++ b/security_scanning/examples/models/core/mllama/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "nvidia-modelopt[torch] (>=0.21.0,<0.22.0)", diff --git a/security_scanning/examples/models/core/nemotron/poetry.lock b/security_scanning/examples/models/core/nemotron/poetry.lock index 8701fb05a432..e7124f2c87be 100644 --- a/security_scanning/examples/models/core/nemotron/poetry.lock +++ b/security_scanning/examples/models/core/nemotron/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/examples/models/core/qwenvl/pyproject.toml +++ b/security_scanning/examples/models/core/qwenvl/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/models/core/recurrentgemma/poetry.lock b/security_scanning/examples/models/core/recurrentgemma/poetry.lock index 478ccfecbf01..2148a2017642 100644 --- a/security_scanning/examples/models/core/recurrentgemma/poetry.lock +++ b/security_scanning/examples/models/core/recurrentgemma/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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+++ b/security_scanning/examples/ngram/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "datasets (==3.1.0)", diff --git a/security_scanning/examples/quantization/poetry.lock b/security_scanning/examples/quantization/poetry.lock index 6ab27d60d8f4..8de41a4bf847 100644 --- a/security_scanning/examples/quantization/poetry.lock +++ b/security_scanning/examples/quantization/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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diff --git a/security_scanning/examples/ray_orchestrator/poetry.lock b/security_scanning/examples/ray_orchestrator/poetry.lock index 4cdaae51a0ab..df97c65818a1 100644 --- a/security_scanning/examples/ray_orchestrator/poetry.lock +++ b/security_scanning/examples/ray_orchestrator/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -765,7 +765,7 @@ files = [ [package.dependencies] attrs = ">=22.2.0" -jsonschema-specifications = ">=2023.03.6" +jsonschema-specifications = ">=2023.3.6" referencing = ">=0.28.4" rpds-py = ">=0.25.0" diff --git a/security_scanning/examples/ray_orchestrator/pyproject.toml b/security_scanning/examples/ray_orchestrator/pyproject.toml index 67c29955fb60..7108f64a5f51 100644 --- a/security_scanning/examples/ray_orchestrator/pyproject.toml +++ b/security_scanning/examples/ray_orchestrator/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "ray[default] (>=2.53.0,<3.0.0)" diff --git a/security_scanning/examples/redrafter/poetry.lock b/security_scanning/examples/redrafter/poetry.lock index 01d5ec511782..5aa7d009098a 100644 --- a/security_scanning/examples/redrafter/poetry.lock +++ b/security_scanning/examples/redrafter/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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[[package]] name = "antlr4-python3-runtime" diff --git a/security_scanning/examples/scaffolding/contrib/Dynasor/pyproject.toml b/security_scanning/examples/scaffolding/contrib/Dynasor/pyproject.toml index 090afd5e0fe3..68f907481beb 100644 --- a/security_scanning/examples/scaffolding/contrib/Dynasor/pyproject.toml +++ b/security_scanning/examples/scaffolding/contrib/Dynasor/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "latex2sympy2 (>=1.9.1,<2.0.0)", diff --git a/security_scanning/examples/serve/poetry.lock b/security_scanning/examples/serve/poetry.lock index 3d8355ea607c..8149b7012fb9 100644 --- a/security_scanning/examples/serve/poetry.lock +++ b/security_scanning/examples/serve/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] +cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] [metadata] lock-version = "2.1" diff --git a/security_scanning/examples/trtllm-eval/pyproject.toml b/security_scanning/examples/trtllm-eval/pyproject.toml index a29d92bf77e3..25b1bda020f5 100644 --- a/security_scanning/examples/trtllm-eval/pyproject.toml +++ b/security_scanning/examples/trtllm-eval/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "lm-eval[api] (==0.4.8)" diff --git a/security_scanning/metadata.json b/security_scanning/metadata.json index cf0b929e54b1..387d4e8ece46 100644 --- a/security_scanning/metadata.json +++ b/security_scanning/metadata.json @@ -1,4 +1,4 @@ { - "commit_hash": "e1cc8d23375923e9ee80bff9d6d07a2d2a08c4ec", - "timestamp": "2026-01-18T09:21:42Z" + "commit_hash": "df845a028b84d2d1ff02ffcaf2631d0007f4f79a", + "timestamp": "2026-01-19T05:51:38Z" } diff --git a/security_scanning/poetry.lock b/security_scanning/poetry.lock index 588b3e7183d7..d74c9145fc53 100644 --- a/security_scanning/poetry.lock +++ b/security_scanning/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. 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a/security_scanning/pyproject.toml b/security_scanning/pyproject.toml index 3a7e7fc46fe4..ea699a0077c5 100644 --- a/security_scanning/pyproject.toml +++ b/security_scanning/pyproject.toml @@ -6,7 +6,6 @@ authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] license = {text = "Apache-2.0"} -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "accelerate (>=1.7.0)", @@ -65,7 +64,7 @@ dependencies = [ "backoff (>=2.2.1,<3.0.0)", "nvtx (>=0.2.14,<0.3.0)", "matplotlib (>=3.10.8,<4.0.0)", - "meson (>=1.10.0,<2.0.0)", + "meson (>=1.10.1,<2.0.0)", "ninja (>=1.13.0,<2.0.0)", "etcd3 @ git+https://github.com/kragniz/python-etcd3.git@e58a899579ba416449c4e225b61f039457c8072a", "blake3 (>=1.0.8,<2.0.0)", diff --git a/security_scanning/tests/integration/defs/perf/poetry.lock b/security_scanning/tests/integration/defs/perf/poetry.lock index 6188628ffc11..f1753825ba20 100644 --- a/security_scanning/tests/integration/defs/perf/poetry.lock +++ b/security_scanning/tests/integration/defs/perf/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "contourpy" diff --git a/security_scanning/tests/integration/defs/perf/pyproject.toml b/security_scanning/tests/integration/defs/perf/pyproject.toml index 6d84b178fcaf..cf011995f2e3 100644 --- a/security_scanning/tests/integration/defs/perf/pyproject.toml +++ b/security_scanning/tests/integration/defs/perf/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "pandas (>=2.3.3,<3.0.0)", diff --git a/security_scanning/triton_backend/poetry.lock b/security_scanning/triton_backend/poetry.lock index 8c53d3e9cf11..b914653e8627 100644 --- a/security_scanning/triton_backend/poetry.lock +++ b/security_scanning/triton_backend/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.0 and should not be changed by hand. [[package]] name = "certifi" diff --git a/security_scanning/triton_backend/pyproject.toml b/security_scanning/triton_backend/pyproject.toml index 514d5dd5811a..970622794afe 100644 --- a/security_scanning/triton_backend/pyproject.toml +++ b/security_scanning/triton_backend/pyproject.toml @@ -5,7 +5,6 @@ description = "" authors = [ {name = "TensorRT LLM [90828364+tensorrt-cicd@users.noreply.github.com]"} ] -readme = "README.md" requires-python = ">=3.10,<3.13" dependencies = [ "regex (>=2026.1.15,<2027.0.0)", diff --git a/tests/integration/defs/accuracy/test_disaggregated_serving.py b/tests/integration/defs/accuracy/test_disaggregated_serving.py index c3d0fb05de3d..a98bdfab34fc 100644 --- a/tests/integration/defs/accuracy/test_disaggregated_serving.py +++ b/tests/integration/defs/accuracy/test_disaggregated_serving.py @@ -48,8 +48,8 @@ def result(self): DuckLLM = namedtuple('DuckLLM', ['args', 'tokenizer', 'generate_async']) -DEFAULT_TEST_TIMEOUT = 1200 -DEFAULT_SERVER_WAITING_TIMEOUT = 1200 +DEFAULT_TEST_TIMEOUT = 3600 +DEFAULT_SERVER_WAITING_TIMEOUT = 3600 @functools.lru_cache(maxsize=1) diff --git a/tests/integration/defs/conftest.py b/tests/integration/defs/conftest.py index c06b0d18bc20..411c43179d06 100644 --- a/tests/integration/defs/conftest.py +++ b/tests/integration/defs/conftest.py @@ -83,7 +83,7 @@ def wget(url, out): def llm_models_root() -> str: """Return LLM_MODELS_ROOT path if it is set in env, assert when it's set but not a valid path.""" - root = Path("/home/scratch.trt_llm_data/llm-models/") + root = Path("/home/scratch.trt_llm_data_ci/llm-models/") if "LLM_MODELS_ROOT" in os.environ: root = Path(os.environ.get("LLM_MODELS_ROOT")) diff --git a/tests/integration/defs/perf/test_perf.py b/tests/integration/defs/perf/test_perf.py index 44145728aeab..a4ed2b60dea5 100644 --- a/tests/integration/defs/perf/test_perf.py +++ b/tests/integration/defs/perf/test_perf.py @@ -169,6 +169,7 @@ "mistral_small_v3.1_24b": "Mistral-Small-3.1-24B-Instruct-2503", "gpt_oss_120b_fp4": "gpt_oss/gpt-oss-120b", "gpt_oss_20b_fp4": "gpt_oss/gpt-oss-20b", + "nemotron_nano_3_30b_fp8": "Nemotron-Nano-3-30B-A3.5B-FP8-KVFP8-dev", "nemotron_nano_12b_v2": "NVIDIA-Nemotron-Nano-12B-v2", "nvidia_nemotron_nano_9b_v2_nvfp4": "NVIDIA-Nemotron-Nano-9B-v2-NVFP4", "starcoder2_7b": "starcoder2-7b", @@ -238,6 +239,11 @@ "llama_v3.1_nemotron_ultra_253b_fp8", } +# Autodeploy model configs - maps model name to config file path (relative to TRT-LLM root) +AUTODEPLOY_MODEL_CONFIGS = { + "nemotron_nano_3_30b_fp8": "examples/auto_deploy/nano_v3.yaml", +} + def get_model_dir(model_name: str): model_dir = "" @@ -1408,7 +1414,7 @@ def get_trtllm_bench_command(self, engine_dir): os.makedirs(os.path.dirname(autodeploy_config_path), exist_ok=True) - # Create _autodeploy specific configuration + # Default autodeploy config autodeploy_config = { 'transforms': { 'compile_model': { @@ -1422,6 +1428,15 @@ def get_trtllm_bench_command(self, engine_dir): 'skip_loading_weights': self._config.skip_loading_weights } + # If model has a curated config, use it instead + if self._config.model_name in AUTODEPLOY_MODEL_CONFIGS: + config_file = os.path.join( + self._llm_root, + AUTODEPLOY_MODEL_CONFIGS[self._config.model_name]) + if os.path.exists(config_file): + with open(config_file, 'r') as f: + autodeploy_config = yaml.safe_load(f) + print_info(f"_autodeploy model config: {autodeploy_config}") with open(autodeploy_config_path, 'w') as f: yaml.dump(autodeploy_config, f, default_flow_style=False) diff --git a/tests/integration/test_lists/test-db/l0_dgx_h200.yml b/tests/integration/test_lists/test-db/l0_dgx_h200.yml index 1d0df343fb61..933b64904bb7 100644 --- a/tests/integration/test_lists/test-db/l0_dgx_h200.yml +++ b/tests/integration/test_lists/test-db/l0_dgx_h200.yml @@ -126,7 +126,6 @@ l0_dgx_h200: - accuracy/test_llm_api_pytorch.py::TestLlama3_1_8BInstruct::test_guided_decoding_4gpus[llguidance] - test_e2e.py::test_trtllm_bench_llmapi_launch[pytorch_backend-llama-v3-llama3-8b] - test_e2e.py::test_trtllm_bench_mgmn - - unittest/_torch/multi_gpu -m "post_merge" TIMEOUT (90) - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[DeepSeek-V3-Lite-bf16] - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[llama-v3-8b-hf] - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[llama-3.1-8b-instruct-hf-fp8] diff --git a/tests/integration/test_lists/test-db/l0_perf.yml b/tests/integration/test_lists/test-db/l0_perf.yml index a915f9a90803..d850621ae5fd 100644 --- a/tests/integration/test_lists/test-db/l0_perf.yml +++ b/tests/integration/test_lists/test-db/l0_perf.yml @@ -43,3 +43,4 @@ l0_perf: backend: pytorch tests: - perf/test_perf.py::test_perf[deepseek_r1_distill_qwen_32b-bench-_autodeploy-float16-input_output_len:1024,1024-reqs:512] + - perf/test_perf.py::test_perf[nemotron_nano_3_30b_fp8-bench-_autodeploy-float16-input_output_len:1024,1024-reqs:512] diff --git a/tests/integration/test_lists/waives.txt b/tests/integration/test_lists/waives.txt index a1689aa6eef7..3c285dbb0506 100644 --- a/tests/integration/test_lists/waives.txt +++ b/tests/integration/test_lists/waives.txt @@ -397,3 +397,7 @@ unittest/_torch/thop/serial/test_moe.py::TestMoeFp4::test_gptoss_style_nvfp4[lim accuracy/test_llm_api_pytorch.py::TestQwen3_235B_A22B::test_nvfp4_4gpus[latency_moe_trtllm_eagle3] SKIP (https://nvbugs/5819048) perf/test_perf_sanity.py::test_e2e[aggr_upload-k2_thinking_fp4_2_nodes_grace_blackwell-k2_thinking_fp4_dep8_32k8k] SKIP (https://nvbugs/5819053) perf/test_perf_sanity.py::test_e2e[aggr_upload-k2_thinking_fp4_2_nodes_grace_blackwell-k2_thinking_fp4_tep8_32k8k] SKIP (https://nvbugs/5819053) +perf/test_perf_sanity.py::test_e2e[aggr_upload-k2_thinking_fp4_grace_blackwell-k2_thinking_fp4_tep4_8k1k] SKIP (https://nvbugs/5820541) +accuracy/test_llm_api_pytorch.py::TestQwen3_30B_A3B::test_nvfp4[tep4_latency_moe_cutlass-torch_compile=False] SKIP (https://nvbugs/5819021) +disaggregated/test_disaggregated.py::test_disaggregated_deepseek_v3_lite_bf16_cache_aware_balance[DeepSeek-V3-Lite-bf16] SKIP (https://nvbugs/5820576) +llmapi/test_llm_examples.py::test_llmapi_tensorrt_engine SKIP (https://nvbugs/5820553) diff --git a/tests/microbenchmarks/README.md b/tests/microbenchmarks/README.md index 48bce4ec89b6..884e02004a85 100644 --- a/tests/microbenchmarks/README.md +++ b/tests/microbenchmarks/README.md @@ -16,7 +16,7 @@ python ./build_time_benchmark.py --model "TinyLlama/TinyLlama_v1.1" # no weights python ./build_time_benchmark.py --model "openai-community/gpt2" --load # with weights loading # example 3: benchmark a local download HF model -python ./build_time_benchmark.py --model /home/scratch.trt_llm_data/llm-models/falcon-rw-1b/ +python ./build_time_benchmark.py --model /home/scratch.trt_llm_data_ci/llm-models/falcon-rw-1b/ # example 4: benchmark one model with managed weights option, with verbose option python ./build_time_benchmark.py --model llama2-70b.TP4 --managed_weights -v diff --git a/tests/scripts/perf-sanity/benchmark-serve.sh b/tests/scripts/perf-sanity/benchmark-serve.sh index 4621f571e804..3d2d14284971 100755 --- a/tests/scripts/perf-sanity/benchmark-serve.sh +++ b/tests/scripts/perf-sanity/benchmark-serve.sh @@ -44,7 +44,7 @@ report_head() { run_benchmark_and_parse() { # Run benchmark and parse results in a single Docker container - mount=" -v /home/scratch.trt_llm_data:/home/scratch.trt_llm_data:ro -v $output_dir:$output_dir:rw -v $bench_dir:$bench_dir:ro" + mount=" -v /home/scratch.trt_llm_data_ci:/home/scratch.trt_llm_data_ci:ro -v $output_dir:$output_dir:rw -v $bench_dir:$bench_dir:ro" if [[ -n "$trtllm_dir" && -d "$trtllm_dir" ]]; then mount="$mount -v $trtllm_dir:$trtllm_dir:ro" fi @@ -56,7 +56,7 @@ run_benchmark_and_parse() { ${IMAGE} \ bash -c " echo 'Running benchmarks...' - export LLM_MODELS_ROOT=/home/scratch.trt_llm_data/llm-models + export LLM_MODELS_ROOT=/home/scratch.trt_llm_data_ci/llm-models # Handle trtllm_dir parameter if [[ -n \"$trtllm_dir\" && -d \"$trtllm_dir\" ]]; then diff --git a/tests/scripts/perf-sanity/run_benchmark_serve.py b/tests/scripts/perf-sanity/run_benchmark_serve.py index 627b5d980ddf..8636c815d0e9 100644 --- a/tests/scripts/perf-sanity/run_benchmark_serve.py +++ b/tests/scripts/perf-sanity/run_benchmark_serve.py @@ -166,7 +166,7 @@ def get_gpu_info() -> str: } LLM_MODELS_ROOT = os.environ.get('LLM_MODELS_ROOT', - '/home/scratch.trt_llm_data/llm-models') + '/home/scratch.trt_llm_data_ci/llm-models') # Model path mapping diff --git a/tests/unittest/others/test_llama_conversion.sh b/tests/unittest/others/test_llama_conversion.sh index 49140fc9b248..ed5883e78696 100755 --- a/tests/unittest/others/test_llama_conversion.sh +++ b/tests/unittest/others/test_llama_conversion.sh @@ -1,7 +1,7 @@ set -ex export PATH=~/.local/bin/:$PATH # trtllm-build is inside ~/.local/bin -export MODEL=/home/scratch.trt_llm_data/llm-models/llama-models/llama-7b-hf/ +export MODEL=/home/scratch.trt_llm_data_ci/llm-models/llama-models/llama-7b-hf/ test_fake_config() { python3 convert_checkpoint.py --dtype float16 --n_layer 2 --output_dir ./c-model/llama-7b/fp16 @@ -13,12 +13,12 @@ test_fake_config() { } test_meta() { - python convert_checkpoint.py --meta_ckpt_dir /home/scratch.trt_llm_data/llm-models/llama-models-v2/7B/ --output_dir ./tllm_checkpoint/llama-v2-7b-ckpt-from-meta --tp_size 2 + python convert_checkpoint.py --meta_ckpt_dir /home/scratch.trt_llm_data_ci/llm-models/llama-models-v2/7B/ --output_dir ./tllm_checkpoint/llama-v2-7b-ckpt-from-meta --tp_size 2 trtllm-build --checkpoint_dir ./tllm_checkpoint/llama-v2-7b-ckpt-from-meta --output_dir ./trt_engines/llama-v2-7b-engine-tp2-meta --gemm_plugin float16 mpirun -n 2 --allow-run-as-root \ python ../summarize.py --test_trt_llm \ --tensorrt_llm_rouge1_threshold 18 \ - --hf_model_dir /home/scratch.trt_llm_data/llm-models/llama-models-v2/llama-v2-7b-hf/ \ + --hf_model_dir /home/scratch.trt_llm_data_ci/llm-models/llama-models-v2/llama-v2-7b-hf/ \ --data_type fp16 \ --engine_dir ./trt_engines/llama-v2-7b-engine-tp2-meta \ --test_hf @@ -80,7 +80,7 @@ test_gptq() { python convert_checkpoint.py --model_dir ${MODEL} \ --output_dir ./tllm_checkpoint/2gpu_gptq \ --dtype float16 \ - --quant_ckpt_path /home/scratch.trt_llm_data/llm-models/int4-quantized-gptq-awq/llama-7b-4bit-gs128.safetensors \ + --quant_ckpt_path /home/scratch.trt_llm_data_ci/llm-models/int4-quantized-gptq-awq/llama-7b-4bit-gs128.safetensors \ --use_weight_only \ --weight_only_precision int4_gptq \ --per_group \ @@ -100,8 +100,8 @@ test_gptq() { } test_lora() { - lora_dir=/home/scratch.trt_llm_data/llm-models/llama-models-v2/chinese-llama-2-lora-13b - python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data/llm-models/llama-models-v2/llama-v2-13b-hf \ + lora_dir=/home/scratch.trt_llm_data_ci/llm-models/llama-models-v2/chinese-llama-2-lora-13b + python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data_ci/llm-models/llama-models-v2/llama-v2-13b-hf \ --output_dir ./tllm_checkpoint/2gpu_lora \ --dtype float16 \ --tp_size 2 @@ -126,7 +126,7 @@ test_lora() { } test_mixtral() { - python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data/llm-models/Mixtral-8x7B-v0.1/ \ + python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data_ci/llm-models/Mixtral-8x7B-v0.1/ \ --output_dir ./tllm_checkpoint/mixtral_2gpu \ --dtype float16 \ --pp_size 2 \ @@ -137,7 +137,7 @@ test_mixtral() { } test_long_alpaca_rope_scaling() { - python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data/llm-models/LongAlpaca-7B/ \ + python convert_checkpoint.py --model_dir /home/scratch.trt_llm_data_ci/llm-models/LongAlpaca-7B/ \ --output_dir ./tllm_checkpoint/long_alpaca_tp2 \ --dtype float16 \ --tp_size 2 @@ -152,12 +152,12 @@ test_long_alpaca_rope_scaling() { --max_input_length 32768 \ --input_file ../../tests/integration/test_input_files/pg64317_sanitized.txt \ --engine_dir ./trt_engines/long_alpaca_tp2 \ - --tokenizer_dir /home/scratch.trt_llm_data/llm-models/LongAlpaca-7B/ + --tokenizer_dir /home/scratch.trt_llm_data_ci/llm-models/LongAlpaca-7B/ } test_llava() { python ../llama/convert_checkpoint.py \ - --model_dir /home/scratch.trt_llm_data/llm-models/llava-1.5-7b-hf/ \ + --model_dir /home/scratch.trt_llm_data_ci/llm-models/llava-1.5-7b-hf/ \ --output_dir ./trt_checkpoint/llava-1gpu \ --dtype float16 @@ -172,7 +172,7 @@ test_llava() { } test_bfloat16() { - python convert_checkpoint.py --output_dir ./tllm_checkpoint/llama_v2-summarization/bfloat16/1-gpu --dtype=bfloat16 --tp_size=1 --pp_size=1 --model_dir /home/scratch.trt_llm_data/llm-models/llama-models-v2/llama-v2-7b-hf + python convert_checkpoint.py --output_dir ./tllm_checkpoint/llama_v2-summarization/bfloat16/1-gpu --dtype=bfloat16 --tp_size=1 --pp_size=1 --model_dir /home/scratch.trt_llm_data_ci/llm-models/llama-models-v2/llama-v2-7b-hf } test_all()