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[CI] Update performance benchmark: upgrade trt-llm to r24.07, and add SGLang (#7412)

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This commit is contained in:
Kuntai Du
2024-10-04 14:01:44 -07:00
committed by GitHub
parent 05d686432f
commit fbb74420e7
18 changed files with 1149 additions and 1273 deletions
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271
.buildkite/nightly-benchmarks/tests/nightly-tests.json
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@@ -1,16 +1,18 @@
[
{
"test_name": "llama8B_tp1",
"qps_list": [4],
"test_name": "llama8B_tp1_sharegpt",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B",
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 500,
"port": 8000
"port": 8000,
"reuse_server": false
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
@@ -21,34 +23,158 @@
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "float16",
"max_batch_size": 256,
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_output_len": 4096,
"trt_llm_version": "r24.04"
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": ""
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4",
"qps_list": [2],
"test_name": "llama8B_tp1_sonnet_512_16",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 16,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama8B_tp1_sonnet_512_256",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-8B-Instruct",
"tp": 1,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 256,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"enable_torch_compile": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4_sharegpt",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"num_prompts": 500,
"port": 8000
"port": 8000,
"reuse_server": false
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
@@ -59,34 +185,50 @@
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "float16",
"max_batch_size": 256,
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_output_len": 4096,
"trt_llm_version": "r24.04"
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": ""
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "mixtral8x7B_tp2",
"qps_list": [2],
"test_name": "llama70B_tp4_sonnet_512_16",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "mistralai/Mixtral-8x7B-Instruct-v0.1",
"tp": 2,
"dataset_name": "sharegpt",
"dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json",
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 16,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
@@ -97,20 +239,85 @@
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "float16",
"max_batch_size": 256,
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_output_len": 4096,
"trt_llm_version": "r24.04"
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": ""
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
},
{
"test_name": "llama70B_tp4_sonnet_512_256",
"qps_list": [4,8,16,32,"inf"],
"common_parameters": {
"model": "meta-llama/Meta-Llama-3-70B-Instruct",
"tp": 4,
"dataset_name": "sonnet",
"dataset_path": "./sonnet_4x.txt",
"num_prompts": 500,
"port": 8000,
"sonnet_input_len": 512,
"sonnet_output_len": 256,
"sonnet_prefix_len": 50,
"reuse_server": true
},
"lmdeploy_server_parameters": {
"dtype": "bfloat16"
},
"lmdeploy_client_parameters": {
},
"tgi_server_parameters": {
},
"tgi_client_parameters": {
"endpoint": "/generate_stream"
},
"trt_server_parameters": {
"model_type": "llama",
"model_dtype": "bfloat16",
"max_batch_size": 2048,
"max_input_len": 4096,
"max_seq_len": 6144,
"max_num_tokens": 16384,
"trt_llm_version": "v0.11.0"
},
"trt_client_parameters": {
"endpoint": "/v2/models/ensemble/generate_stream"
},
"vllm_server_parameters": {
"disable_log_stats": "",
"disable_log_requests": "",
"gpu_memory_utilization": 0.9,
"num_scheduler_steps": 10,
"max_num_seqs": 512,
"dtype": "bfloat16"
},
"vllm_client_parameters": {
},
"sglang_server_parameters": {
"disable_radix_cache": "",
"dtype": "bfloat16"
},
"sglang_client_parameters": {
}
}
]