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Jun 17, 2025
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test: add more pytorch cases in perf test #5237

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3 changes: 3 additions & 0 deletions tests/integration/test_lists/qa/trt_llm_release_perf_cluster_test.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,9 @@ trt_llm_release_perf_cluster_test:
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-maxbs:256-input_output_len:128,128-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-maxbs:256-input_output_len:512,32-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3_8b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3_8b_instruct_fp8-bench-pytorch-float8-input_output_len:2000,500]
- perf/test_perf.py::test_perf[llama_v3_8b_instruct_fp8-bench-pytorch-streaming-float8-input_output_len:2000,500]
- perf/test_perf.py::test_perf[llama_v3_8b_instruct_fp8-bench-pytorch-float8-input_output_len:500,2000]
- perf/test_perf.py::test_perf[t5-bench-float16-input_output_len:128,20]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-float16-input_output_len:1000,1000-quant:fp8]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-float16-input_output_len:500,2000-quant:fp8]
Expand Down
28 changes: 26 additions & 2 deletions tests/integration/test_lists/qa/trt_llm_release_perf_sanity_test.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,10 @@ trt_llm_release_perf_sanity_test:
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-cppmanager-exe-static_batching-plugin_ifb-float16-bs:8+64-input_output_len:128,128+512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-cppmanager-exe-plugin_ifb-bfloat16-gwp:0.0-input_output_len:128,128+512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-streaming-bfloat16-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-streaming-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[qwen2_7b_instruct-bench-float16-input_output_len:128,128]

# FP8 specific tests
Expand All @@ -75,8 +79,8 @@ trt_llm_release_perf_sanity_test:
tests:
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-bfloat16-input_output_len:128,128-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-bfloat16-input_output_len:512,32-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-bfloat16-input_output_len:128,128-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-bfloat16-input_output_len:512,32-quant:fp8]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32]

# Tests for systems with 2+ GPUs
- condition:
Expand All @@ -98,6 +102,7 @@ trt_llm_release_perf_sanity_test:
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-maxbs:256-input_output_len:128,128-gpu:2]
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-streaming-bfloat16-input_output_len:128,128-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-bfloat16-maxbs:1-input_output_len:128,128-reqs:10-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-pytorch-bfloat16-input_output_len:128,128-gpus:2]

# FP8 tests for systems with 2+ GPUs
- condition:
Expand All @@ -118,6 +123,7 @@ trt_llm_release_perf_sanity_test:
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-input_output_len:128,128-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-bfloat16-input_output_len:128,128-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:128,128-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-pytorch-float16-input_output_len:128,128-quant:fp8-gpus:2]

# Tests for systems with 2+ GPUs and high memory
- condition:
Expand Down Expand Up @@ -151,6 +157,7 @@ trt_llm_release_perf_sanity_test:
- '*h20*'
tests:
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-bfloat16-maxbs:1-input_output_len:128,128-reqs:10-gpus:4]
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-pytorch-bfloat16-maxbs:1-input_output_len:128,128-reqs:10-gpus:4]
- perf/test_perf.py::test_perf[qwen_14b_chat-cppmanager-ootb_except_mha-float16-input_output_len:128,128-gpus:4]
- perf/test_perf.py::test_perf[starcoder_15.5b-cppmanager-exe-plugin_ifb-float16-maxbs:1-input_output_len:512,200-reqs:10-gpus:4]

Expand All @@ -174,6 +181,7 @@ trt_llm_release_perf_sanity_test:
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-bfloat16-maxbs:1-input_output_len:200,2000-reqs:10-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-pytorch-bfloat16-maxbs:1-input_output_len:200,2000-reqs:10-gpus:8]
- perf/test_perf.py::test_perf[gpt_20b-bench-float16-maxbs:1-input_output_len:128,128-reqs:10-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-pytorch-bfloat16-maxbs:1-input_output_len:2000,200-reqs:10-gpus:8]


# FP8 tests for systems with 8+ GPUs
Expand All @@ -194,3 +202,19 @@ trt_llm_release_perf_sanity_test:
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-bfloat16-maxbs:1-input_output_len:128,128-quant:fp8-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-bfloat16-maxbs:1-input_output_len:512,32-quant:fp8-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128-gpus:8]

- condition:
terms:
supports_fp8: true
ranges:
system_gpu_count:
gte: 8
wildcards:
gpu:
- '*h100*'
- '*h200*'
- '*h20*'

tests:
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-float8-input_output_len:128,128]
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-streaming-pytorch-float8-input_output_len:128,128]
17 changes: 14 additions & 3 deletions tests/integration/test_lists/qa/trt_llm_release_perf_test.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,8 @@ trt_llm_release_perf_test:
- perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-streaming-bfloat16-input_output_len:128,128]
- perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-input_output_len:512,32]
- perf/test_perf.py::test_perf[qwen2_7b_instruct-bench-float16-input_output_len:128,128]
- perf/test_perf.py::test_perf[starcoder2_3b-bench-pytorch-float16-input_output_len:512,200]
Expand Down Expand Up @@ -112,7 +114,10 @@ trt_llm_release_perf_test:
- perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b-bench-pytorch-bfloat16-maxbs:512-input_output_len:1000,1000-reqs:500-con:250]
- perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b-bench-pytorch-bfloat16-maxbs:512-input_output_len:20000,2000-reqs:500-con:250] #need to extend context token to 20000 for l40s, timeout for h20, a100
# deepseek_v3_lite_fp8
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-float8-input_output_len:128,128] # not supported on L20, L40S
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-float8-input_output_len:128,128]
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-float8-input_output_len:2000,500]
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-streaming-float8-input_output_len:2000,500]
- perf/test_perf.py::test_perf[deepseek_v3_lite_fp8-bench-pytorch-float8-input_output_len:500,2000]

# FP8 specific tests
- condition:
Expand Down Expand Up @@ -192,12 +197,12 @@ trt_llm_release_perf_test:
- '*a100*'
- '*h20*'
tests:
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:128,128-tp:2-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:128,128-loras:8-tp:2-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.1_70b-bench-bfloat16-input_output_len:1024,1024-tp:2-gpus:2]
- perf/test_perf.py::test_perf[llama_70b_sq_per_tensor-cppmanager-exe-plugin_ifb-float16-input_output_len:128,128+512,32-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b-cppmanager-exe-plugin_ifb-float16-mp-input_output_len:128,128+512,32-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:128,128-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-pytorch-float16-input_output_len:128,128-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-streaming-float16-input_output_len:128,128-gpus:2]

# FP8 specific tests
Expand All @@ -218,10 +223,13 @@ trt_llm_release_perf_test:
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-bfloat16-input_output_len:128,128-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-bfloat16-input_output_len:512,32-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-bfloat16-input_output_len:512,200-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[llama_v3.2_1b-bench-pytorch-bfloat16-input_output_len:512,200-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:128,128-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[mixtral_8x7b_v0.1-bench-float16-input_output_len:512,32-quant:fp8-gpus:2]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-float16-input_output_len:1000,1000-quant:fp8-tp:2]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-pytorch-float16-input_output_len:1000,1000-quant:fp8-tp:2]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-float16-input_output_len:500,2000-quant:fp8-tp:2]
- perf/test_perf.py::test_perf[mistral_7b_v0.1-bench-pytorch-float16-input_output_len:500,2000-quant:fp8-tp:2]
- perf/test_perf.py::test_perf[phi_3_mini_128k_instruct-bench-float16-maxbs:128-input_output_len:1000,1000-quant:fp8-tp:2]
- perf/test_perf.py::test_perf[phi_3_mini_128k_instruct-bench-float16-maxbs:128-input_output_len:500,2000-quant:fp8-tp:2]

Expand Down Expand Up @@ -327,7 +335,8 @@ trt_llm_release_perf_test:
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-pytorch-bfloat16-input_output_len:200,2000-reqs:64-con:200-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-bfloat16-input_output_len:200,2000-reqs:8-con:1-gpus:8] # timeout for h20, move to l2 test
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-bfloat16-input_output_len:2000,200-reqs:64-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-streaming-bfloat16-input_output_len:2000,200-reqs:64-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-pytorch-bfloat16-input_output_len:2000,200-reqs:64-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.1_70b_instruct-bench-pytorch-streaming-bfloat16-input_output_len:2000,200-reqs:64-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-bfloat16-input_output_len:128,128-gpus:8]
- perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-bfloat16-maxbs:16-input_output_len:5000,500-reqs:64-con:250-gpus:8]
- perf/test_perf.py::test_perf[gpt_20b-bench-float16-maxbs:8-input_output_len:128,128-reqs:80-gpus:8]
Expand Down Expand Up @@ -375,6 +384,8 @@ trt_llm_release_perf_test:
tests:
- perf/test_perf.py::test_perf[deepseek_r1_fp8-bench-pytorch-float8-maxbs:32-input_output_len:128,128-ep:8-tp:8-gpus:8]
- perf/test_perf.py::test_perf[deepseek_r1_fp8-bench-pytorch-streaming-float8-maxbs:32-input_output_len:128,128-ep:8-tp:8-gpus:8]
- perf/test_perf.py::test_perf[deepseek_r1_fp8-bench-pytorch-float8-maxbs:1-input_output_len:1000,2000-reqs:10-con:1-ep:4-tp:8-gpus:8] TIMEOUT(40)#min latency test
- perf/test_perf.py::test_perf[deepseek_r1_fp8-bench-pytorch-float8-maxbs:128-maxnt:1127-input_output_len:1000,2000-reqs:5120-con:1024-ep:8-tp:8-gpus:8] TIMEOUT(80) #max throughput test
- perf/test_perf.py::test_perf[llama_v4_scout_17b_16e_instruct-bench-pytorch-bfloat16-input_output_len:128,128-ep:8-tp:8-gpus:8] TIMEOUT(20)
- perf/test_perf.py::test_perf[llama_v4_scout_17b_16e_instruct-bench-pytorch-streaming-bfloat16-input_output_len:128,128-ep:8-tp:8-gpus:8]
- perf/test_perf.py::test_perf[llama_v4_scout_17b_16e_instruct-bench-pytorch-bfloat16-input_output_len:500,2000-ep:8-tp:8-gpus:8]
Expand Down