init v0.23.0

Signed-off-by: Sun Ruoxi <sunruoxi@4paradigm.com>
2026-08-27 15:11:51 +08:00
parent b582a8e7d1
commit 7f8a1b1f7a
2849 changed files with 712887 additions and 22001 deletions
--- a/tests/e2e/weekly/multi_node/external_dp/config/DeepSeek-V4-Pro-w4a8-prefix-cache-PD.yaml
+++ b/tests/e2e/weekly/multi_node/external_dp/config/DeepSeek-V4-Pro-w4a8-prefix-cache-PD.yaml
@@ -0,0 +1,346 @@
+test_name: "DeepSeek-V4-Pro-w4a8-prefix-cache-PD"
+model: "Eco-Tech/DeepSeek-V4-Pro-w4a8-mtp"
+num_nodes: 4
+npu_per_node: 16
+
+routing:
+  type: "disaggregated_prefill"
+  groups:
+    prefiller: [ 0, 1 ]
+    decoder: [ 2, 3 ]
+
+config:
+  - node_index: 0
+    port_start: 7100
+    dp_rpc_port: 12321
+    dp_size: 4
+    dp_size_local: 2
+    dp_rank_start: 0
+    tp_size: 8
+    dp_address: "${NODE_0_IP}"
+
+  - node_index: 1
+    port_start: 7100
+    dp_rpc_port: 12321
+    dp_size: 4
+    dp_size_local: 2
+    dp_rank_start: 2
+    tp_size: 8
+    dp_address: "${NODE_0_IP}"
+
+  - node_index: 2
+    port_start: 7100
+    dp_rpc_port: 12321
+    dp_size: 16
+    dp_size_local: 8
+    dp_rank_start: 0
+    tp_size: 2
+    dp_address: "${NODE_2_IP}"
+
+  - node_index: 3
+    port_start: 7100
+    dp_rpc_port: 12321
+    dp_size: 16
+    dp_size_local: 8
+    dp_rank_start: 8
+    tp_size: 2
+    dp_address: "${NODE_2_IP}"
+
+env_common: &env_common
+  VLLM_USE_MODELSCOPE: "true"
+  SERVER_PORT: "${PORT}"
+  ASCEND_RT_VISIBLE_DEVICES: "${VISIBLE_DEVICES}"
+  VLLM_RPC_TIMEOUT: "3600000"
+  VLLM_EXECUTE_MODEL_TIMEOUT_SECONDS: "30000"
+  HCCL_EXEC_TIMEOUT: "204"
+  OMP_PROC_BIND: "false"
+  OMP_NUM_THREADS: "10"
+  PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
+  TASK_QUEUE_ENABLE: "1"
+  HCCL_OP_EXPANSION_MODE: "AIV"
+
+env_prefill: &env_prefill
+  <<: *env_common
+  HCCL_CONNECT_TIMEOUT: "6000"
+  HCCL_BUFFSIZE: "1024"
+  VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
+  VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
+  VLLM_PREFIX_CACHE_RETENTION_INTERVAL: "4096"
+
+env_decode: &env_decode
+  <<: *env_common
+  HCCL_CONNECT_TIMEOUT: "1200"
+  HCCL_BUFFSIZE: "1800"
+
+templates:
+  - node_index: 0
+    envs:
+      <<: *env_prefill
+    server_cmd_template:
+      - --host
+      - "0.0.0.0"
+      - --port
+      - $SERVER_PORT
+      - --data-parallel-size
+      - ${DP_SIZE}
+      - --data-parallel-rank
+      - ${DP_RANK}
+      - --data-parallel-address
+      - ${DP_ADDRESS}
+      - --data-parallel-rpc-port
+      - ${DP_RPC_PORT}
+      - --tensor-parallel-size
+      - ${TP_SIZE}
+      - --enable-expert-parallel
+      - --seed
+      - "1024"
+      - --max-model-len
+      - "204800"
+      - --max-num-batched-tokens
+      - "8192"
+      - --max-num-seqs
+      - "16"
+      - --no-disable-hybrid-kv-cache-manager
+      - --tokenizer-mode
+      - "deepseek_v4"
+      - --tool-call-parser
+      - "deepseek_v4"
+      - --enable-auto-tool-choice
+      - --reasoning-parser
+      - "deepseek_v4"
+      - --model-loader-extra-config
+      - '{"enable_multithread_load": true, "num_threads": 128}'
+      - --trust-remote-code
+      - --gpu-memory-utilization
+      - "0.95"
+      - --quantization
+      - "ascend"
+      - --block-size
+      - "32"
+      - --enforce-eager
+      - --speculative-config
+      - '{"num_speculative_tokens": 1,"method": "mtp"}'
+      - --additional-config
+      - '{"enable_cpu_binding": true, "enable_dsa_cp": true}'
+      - --kv-transfer-config
+      - '{"kv_connector": "MooncakeHybridConnector", "kv_role": "kv_producer", "kv_port": "30100", "engine_id": "1", "kv_connector_extra_config": {"prefill": {"dp_size": 4, "tp_size": 8}, "decode": {"dp_size": 16, "tp_size": 2}}}'
+
+  - node_index: 1
+    envs:
+      <<: *env_prefill
+    server_cmd_template:
+      - --host
+      - "0.0.0.0"
+      - --port
+      - $SERVER_PORT
+      - --data-parallel-size
+      - ${DP_SIZE}
+      - --data-parallel-rank
+      - ${DP_RANK}
+      - --data-parallel-address
+      - ${DP_ADDRESS}
+      - --data-parallel-rpc-port
+      - ${DP_RPC_PORT}
+      - --tensor-parallel-size
+      - ${TP_SIZE}
+      - --enable-expert-parallel
+      - --seed
+      - "1024"
+      - --max-model-len
+      - "204800"
+      - --max-num-batched-tokens
+      - "8192"
+      - --max-num-seqs
+      - "16"
+      - --no-disable-hybrid-kv-cache-manager
+      - --tokenizer-mode
+      - "deepseek_v4"
+      - --tool-call-parser
+      - "deepseek_v4"
+      - --enable-auto-tool-choice
+      - --reasoning-parser
+      - "deepseek_v4"
+      - --model-loader-extra-config
+      - '{"enable_multithread_load": true, "num_threads": 128}'
+      - --trust-remote-code
+      - --gpu-memory-utilization
+      - "0.95"
+      - --quantization
+      - "ascend"
+      - --block-size
+      - "32"
+      - --enforce-eager
+      - --speculative-config
+      - '{"num_speculative_tokens": 1,"method": "mtp"}'
+      - --additional-config
+      - '{"enable_cpu_binding": true, "enable_dsa_cp": true}'
+      - --kv-transfer-config
+      - '{"kv_connector": "MooncakeHybridConnector", "kv_role": "kv_producer", "kv_port": "30100", "engine_id": "1", "kv_connector_extra_config": {"prefill": {"dp_size": 4, "tp_size": 8}, "decode": {"dp_size": 16, "tp_size": 2}}}'
+
+  - node_index: 2
+    envs:
+      <<: *env_decode
+    server_cmd_template:
+      - --host
+      - "0.0.0.0"
+      - --port
+      - $SERVER_PORT
+      - --data-parallel-size
+      - ${DP_SIZE}
+      - --data-parallel-rank
+      - ${DP_RANK}
+      - --data-parallel-address
+      - ${DP_ADDRESS}
+      - --data-parallel-rpc-port
+      - ${DP_RPC_PORT}
+      - --tensor-parallel-size
+      - ${TP_SIZE}
+      - --enable-expert-parallel
+      - --seed
+      - "1024"
+      - --max-model-len
+      - "204800"
+      - --max-num-batched-tokens
+      - "120"
+      - --max-num-seqs
+      - "30"
+      - --async-scheduling
+      - --block-size
+      - "32"
+      - --no-enable-prefix-caching
+      - --tokenizer-mode
+      - "deepseek_v4"
+      - --tool-call-parser
+      - "deepseek_v4"
+      - --enable-auto-tool-choice
+      - --reasoning-parser
+      - "deepseek_v4"
+      - --no-disable-hybrid-kv-cache-manager
+      - --model-loader-extra-config
+      - '{"enable_multithread_load": true, "num_threads": 128}'
+      - --trust-remote-code
+      - --speculative-config
+      - '{"num_speculative_tokens": 3,"method": "mtp"}'
+      - --gpu-memory-utilization
+      - "0.96"
+      - --quantization
+      - "ascend"
+      - --compilation-config
+      - '{"cudagraph_mode": "FULL_DECODE_ONLY"}'
+      - --kv-transfer-config
+      - '{"kv_connector": "MooncakeHybridConnector", "kv_role": "kv_consumer", "kv_port": "30800", "engine_id": "8", "kv_connector_extra_config": {"prefill": {"dp_size": 4, "tp_size": 8}, "decode": {"dp_size": 16, "tp_size": 2}}}'
+      - --additional-config
+      - '{"ascend_compilation_config":{"enable_npugraph_ex":true,"enable_static_kernel":false},"enable_cpu_binding":true,"multistream_overlap_shared_expert":true,"recompute_scheduler_enable":true}'
+
+  - node_index: 3
+    envs:
+      <<: *env_decode
+    server_cmd_template:
+      - --host
+      - "0.0.0.0"
+      - --port
+      - $SERVER_PORT
+      - --data-parallel-size
+      - ${DP_SIZE}
+      - --data-parallel-rank
+      - ${DP_RANK}
+      - --data-parallel-address
+      - ${DP_ADDRESS}
+      - --data-parallel-rpc-port
+      - ${DP_RPC_PORT}
+      - --tensor-parallel-size
+      - ${TP_SIZE}
+      - --enable-expert-parallel
+      - --seed
+      - "1024"
+      - --max-model-len
+      - "204800"
+      - --max-num-batched-tokens
+      - "120"
+      - --max-num-seqs
+      - "30"
+      - --async-scheduling
+      - --block-size
+      - "32"
+      - --no-enable-prefix-caching
+      - --tokenizer-mode
+      - "deepseek_v4"
+      - --tool-call-parser
+      - "deepseek_v4"
+      - --enable-auto-tool-choice
+      - --reasoning-parser
+      - "deepseek_v4"
+      - --no-disable-hybrid-kv-cache-manager
+      - --model-loader-extra-config
+      - '{"enable_multithread_load": true, "num_threads": 128}'
+      - --trust-remote-code
+      - --speculative-config
+      - '{"num_speculative_tokens": 3,"method": "mtp"}'
+      - --gpu-memory-utilization
+      - "0.96"
+      - --quantization
+      - "ascend"
+      - --compilation-config
+      - '{"cudagraph_mode": "FULL_DECODE_ONLY"}'
+      - --kv-transfer-config
+      - '{"kv_connector": "MooncakeHybridConnector", "kv_role": "kv_consumer", "kv_port": "30800", "engine_id": "8", "kv_connector_extra_config": {"prefill": {"dp_size": 4, "tp_size": 8}, "decode": {"dp_size": 16, "tp_size": 2}}}'
+      - --additional-config
+      - '{"ascend_compilation_config":{"enable_npugraph_ex":true,"enable_static_kernel":false},"enable_cpu_binding":true,"multistream_overlap_shared_expert":true,"recompute_scheduler_enable":true}'
+
+benchmarks:
+  perf_TPOT50_64_1_prefix90_warmup:
+    case_type: performance
+    dataset_path_local: vllm-ascend/GSM8K-in65536-bs512-prefix90-ds
+    request_conf: vllm_api_stream_chat
+    dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
+    num_prompts: 4
+    max_out_len: 1
+    batch_size: 4
+    request_rate: 0
+    baseline: 0
+    threshold: 0.95
+  perf_TPOT50_64_1_prefix90:
+    case_type: performance
+    dataset_path_local: vllm-ascend/GSM8K-in65536-bs512-prefix90-ds
+    request_conf: vllm_api_stream_chat
+    dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
+    num_prompts: 384
+    max_out_len: 1024
+    batch_size: 96
+    request_rate: 2.5
+    baseline: 1951.6
+    threshold: 0.95
+  perf_TPOT50_128k_1_prefix_warmup:
+    case_type: performance
+    dataset_path_local: vllm-ascend/GSM8K-in128k-bs512-prefix90-ds
+    request_conf: vllm_api_stream_chat
+    dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
+    num_prompts: 4
+    max_out_len: 1
+    batch_size: 4
+    request_rate: 0
+    baseline: 0
+    threshold: 0.95
+  perf_TPOT50_128k_1_prefix90:
+    case_type: performance
+    dataset_path_local: vllm-ascend/GSM8K-in128k-bs512-prefix90-ds
+    request_conf: vllm_api_stream_chat
+    dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
+    num_prompts: 192
+    max_out_len: 1024
+    batch_size: 48
+    request_rate: 1
+    baseline: 869.13
+    threshold: 0.95
+  acc_aime2025:
+    case_type: accuracy
+    dataset_path: vllm-ascend/aime2025
+    request_conf: vllm_api_general_chat
+    dataset_conf: aime2025/aime2025_gen_0_shot_chat_prompt
+    temperature: 1.0
+    top_p: 1.0
+    thinking: "true"
+    max_out_len: 65536
+    batch_size: 32
+    baseline: 90
+    threshold: 10