192 lines
5.6 KiB
YAML
192 lines
5.6 KiB
YAML
# ==========================================
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# Shared Configurations
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# ==========================================
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_envs: &envs
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HCCL_BUFFSIZE: "512"
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SERVER_PORT: "DEFAULT_PORT"
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HCCL_OP_EXPANSION_MODE: "AIV"
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OMP_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
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TASK_QUEUE_ENABLE: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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VLLM_ASCEND_ENABLE_NZ: "1"
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_server_cmd: &server_cmd
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- "--enable-expert-parallel"
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- "--allowed-local-media-path"
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- "/"
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- "--tensor-parallel-size"
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- "4"
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- "--data-parallel-size"
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- "4"
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- "--port"
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- "$SERVER_PORT"
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- "--quantization"
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- "ascend"
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- "--trust-remote-code"
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- "--gpu-memory-utilization"
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- "0.9"
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- "--seed"
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- "42"
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- "--mm-processor-cache-gb"
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- "0"
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- "--mm-encoder-tp-mode"
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- "data"
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_benchmark_TPOT50_32K_0_5K: &_benchmark_TPOT50_32K_0_5K
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs200_kimi
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 16
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max_out_len: 512
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batch_size: 4
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trust_remote_code: true
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request_rate: 0
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baseline: 1
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threshold: 0.97
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_benchmark_TPOT50_32K_0_5K_pc90: &_benchmark_TPOT50_32K_0_5K_pc90
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix90_in32768_bs1000_kimi
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 40
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max_out_len: 512
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batch_size: 10
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trust_remote_code: true
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request_rate: 0
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baseline: 1
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threshold: 0.97
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_benchmark_TPOT20_32K_0_5K: &_benchmark_TPOT20_32K_0_5K
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs200_kimi
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 4
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max_out_len: 512
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batch_size: 1
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trust_remote_code: true
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request_rate: 0
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baseline: 1
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threshold: 0.97
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_benchmark_TPOT20_32K_0_5K_pc90: &_benchmark_TPOT20_32K_0_5K_pc90
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix90_in32768_bs1000_kimi
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 4
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max_out_len: 512
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batch_size: 1
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trust_remote_code: true
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request_rate: 0
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baseline: 1
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threshold: 0.97
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# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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test_cases:
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- name: "Kimi-K2.6-W4A8-TOPT50-32k-0.5k"
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model: "Eco-Tech/Kimi-K2.6-w4a8"
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envs:
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<<: *envs
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HCCL_BUFFSIZE: "450"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--no-enable-prefix-caching"
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- "--enable-chunked-prefill"
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- "--max-num-seqs"
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- "32"
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- "--max-model-len"
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- "33792"
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- "--max-num-batched-tokens"
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- "8192"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[16,32,48,64,80,96,112,128], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative-config"
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- '{"method":"eagle3", "model":"lightseekorg/kimi-k2.6-eagle3", "num_speculative_tokens":3}'
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- "--additional-config"
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- '{"enable_shared_expert_dp": true}'
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benchmarks:
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perf: *_benchmark_TPOT50_32K_0_5K
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- name: "Kimi-K2.6-W4A8-TOPT50-32k-0.5k-prefix-cache90"
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model: "Eco-Tech/Kimi-K2.6-w4a8"
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envs:
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<<: *envs
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HCCL_BUFFSIZE: "450"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--enable-prefix-caching"
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- "--enable-chunked-prefill"
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- "--max-num-seqs"
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- "32"
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- "--max-model-len"
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- "33792"
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- "--max-num-batched-tokens"
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- "8192"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[16,32,48,64,80,96,112,128], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative-config"
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- '{"method":"eagle3", "model":"lightseekorg/kimi-k2.6-eagle3", "num_speculative_tokens":3}'
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- "--additional-config"
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- '{"enable_shared_expert_dp": true}'
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benchmarks:
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perf: *_benchmark_TPOT50_32K_0_5K_pc90
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- name: "Kimi-K2.6-W4A8-TOPT20-32k-0.5k"
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model: "Eco-Tech/Kimi-K2.6-w4a8"
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envs:
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<<: *envs
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HCCL_BUFFSIZE: "450"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--no-enable-prefix-caching"
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- "--enable-chunked-prefill"
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- "--max-num-seqs"
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- "32"
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- "--max-model-len"
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- "33792"
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- "--max-num-batched-tokens"
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- "8192"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[16,32,48,64,80,96,112,128], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative-config"
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- '{"method":"eagle3", "model":"lightseekorg/kimi-k2.6-eagle3", "num_speculative_tokens":3}'
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- "--additional-config"
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- '{"enable_shared_expert_dp": true}'
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benchmarks:
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perf: *_benchmark_TPOT20_32K_0_5K
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- name: "Kimi-K2.6-W4A8-TOPT20-32k-0.5k-pc90"
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model: "Eco-Tech/Kimi-K2.6-w4a8"
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envs:
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<<: *envs
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HCCL_BUFFSIZE: "450"
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VLLM_ASCEND_BALANCE_SCHEDULING: "1"
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--enable-prefix-caching"
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- "--enable-chunked-prefill"
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- "--max-num-seqs"
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- "32"
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- "--max-model-len"
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- "33792"
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- "--max-num-batched-tokens"
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- "8192"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[16,32,48,64,80,96,112,128], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--speculative-config"
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- '{"method":"eagle3", "model":"lightseekorg/kimi-k2.6-eagle3", "num_speculative_tokens":3}'
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- "--additional-config"
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- '{"enable_shared_expert_dp": true}'
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benchmarks:
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perf: *_benchmark_TPOT20_32K_0_5K_pc90
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