diff --git a/tests/integration/test_lists/qa/llm_perf_core.yml b/tests/integration/test_lists/qa/llm_perf_core.yml index b4752b6cbca1..2e44fa3ec35c 100644 --- a/tests/integration/test_lists/qa/llm_perf_core.yml +++ b/tests/integration/test_lists/qa/llm_perf_core.yml @@ -24,9 +24,8 @@ llm_perf_core: system_gpu_count: gte: 2 tests: - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:2000,500] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:500,2000] - 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[qwen3_0.6b-bench-pytorch-bfloat16-maxnt:2048-input_output_len:8000,1000-reqs:256-con:1-pp:4-gpus:4] - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-input_output_len:128,128] - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-input_output_len:500,2000] - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-input_output_len:2000,500] @@ -34,6 +33,10 @@ llm_perf_core: - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-input_output_len:1000,2000] - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-maxbs:1-input_output_len:1000,1000-reqs:10-con:1] #min_latency - perf/test_perf.py::test_perf[qwen3.5_9b-bench-pytorch-bfloat16-input_output_len:1000,1000-con:250] #max_throughput + - perf/test_perf.py::test_perf[qwen3_4b_eagle3-bench-pytorch-streaming-bfloat16-maxbs:4-kv_frac:0.6-input_output_len:500,100-reqs:200-con:4] + - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-maxnt:5000-input_output_len:5000,500-reqs:8-con:1] + - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-input_output_len:500,2000-reqs:8-con:1] + - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-input_output_len:1000,1000-reqs:8-con:1] # 2: L40S, H100, H20, H200 @@ -44,18 +47,6 @@ llm_perf_core: compute_capability: lte: 9.0 tests: - #llama_v3.1_8b - #pytorch backend - - 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:128,128-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-maxbs:256-input_output_len:128,128-gpus:2] - #llama_v3.1_8b_instruct_fp8 - #pytorch backend - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:1000,1000] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128-loras:1-reqs:100-con:2-gpus:1] #nemotron_nano_12b_v2 - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-maxbs:1-input_output_len:128,128-reqs:10-con:1] #min_latency - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-input_output_len:500,2000-con:250] #max_throughput @@ -77,20 +68,9 @@ llm_perf_core: - perf/test_perf.py::test_perf[llama_v3.3_nemotron_super_49b-bench-pytorch-bfloat16-maxbs:1-input_output_len:1000,1000-reqs:10-con:1-tp:2-gpus:2] #min_latency - perf/test_perf.py::test_perf[llama_v3.3_nemotron_super_49b-bench-pytorch-bfloat16-input_output_len:1000,1000-con:250-tp:2-gpus:2] #max_throughput - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-streaming-bfloat16-input_output_len:128,128-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-streaming-bfloat16-input_output_len:512,32-gpus:4] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:128,128-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:512,32-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:500,2000-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:1000,1000-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:2000,500-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32-gpus:4] #llama_v3.3_70b_instruct_fp8 - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-streaming-float8-input_output_len:512,32-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:2000,200-gpus:8] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-streaming-float8-input_output_len:2000,200-gpus:8] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:1000,1000-gpus:8] #llama_v3.3_nemotron_super_49b (nemotron-nas arch, BF16 94G) - perf/test_perf.py::test_perf[llama_v3.3_nemotron_super_49b-bench-pytorch-bfloat16-input_output_len:128,128-tp:4-gpus:4] - perf/test_perf.py::test_perf[llama_v3.3_nemotron_super_49b-bench-pytorch-bfloat16-input_output_len:500,2000-tp:4-gpus:4] @@ -111,11 +91,7 @@ llm_perf_core: gpu_memory: gt: 80000 tests: - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:2000,200-reqs:64-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_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-pytorch-bfloat16-input_output_len:500,2000-gpus:8] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:2000,500-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:200,2000-reqs:64-con:200-gpus:8] # gpt_oss_20b_fp4 (NVBug 5720470: MMHA vs XQA kernel regression) - perf/test_perf.py::test_perf[gpt_oss_20b_fp4-bench-pytorch-float4-maxbs:512-maxnt:8192-input_output_len:2000,200-con:64] - perf/test_perf.py::test_perf[gpt_oss_20b_fp4-bench-pytorch-float4-maxbs:512-maxnt:8192-input_output_len:128,128] @@ -131,8 +107,10 @@ llm_perf_core: gte: 9.0 lte: 12.0 tests: + - perf/test_perf.py::test_perf[gpt_oss_20b_fp4-bench-pytorch-float4-input_output_len:512,512] - perf/test_perf.py::test_perf[qwen3_235b_a22b_fp8-bench-pytorch-float8-input_output_len:1000,2000-con:256-ep:8-gpus:8] #nemotron_nano_12b_v2 + - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-input_output_len:512,512] - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-maxbs:1-input_output_len:1000,1000-reqs:10-con:1] #min_latency - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-input_output_len:1000,1000-con:250] #max_throughput - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-streaming-bfloat16-input_output_len:500,2000-con:250] #max_throughput streaming @@ -170,6 +148,7 @@ llm_perf_core: - perf/test_perf.py::test_perf[qwen3.5_122b_a10b-bench-pytorch-bfloat16-maxbs:512-input_output_len:1000,1000-con:256-ep:4-tp:4-gpus:4] #max_throughput + # 5: GB200, B200, B300, GB300, RTX6000-Server, RTX6000-D test cases - condition: ranges: @@ -179,21 +158,8 @@ llm_perf_core: gte: 10.0 lte: 12.0 tests: - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-float8-maxbs:256-input_output_len:128,128-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-float8-maxbs:256-input_output_len:512,32-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-maxbs:256-input_output_len:128,128-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-maxbs:256-input_output_len:512,32-gpus:2] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-streaming-float8-maxbs:256-input_output_len:512,32-gpus:2] - #llama_v3.1_8b - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-bfloat16-input_output_len:128,128] - - 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_v3.1_8b_instruct_fp8-bench-pytorch-streaming-float8-input_output_len:2000,500] - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-input_output_len:128,128-quant:nvfp4-gpus:2] - #llama_v3.3_70b_instruct_fp4 - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:128,128-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:512,32-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-maxbs:1024-maxnt:4096-kv_frac:0.85-input_output_len:1000,1000-reqs:1000-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-maxbs:4096-maxnt:20000-kv_frac:0.85-input_output_len:20000,2000-reqs:200-gpus:4] TIMEOUT(120) - perf/test_perf.py::test_perf[qwen3_235b_a22b_fp4-bench-pytorch-float4-input_output_len:1000,2000-con:512-ep:4-gpus:4] @@ -226,10 +192,6 @@ llm_perf_core: - perf/test_perf.py::test_perf[minimax_m2.5_fp8-bench-pytorch-float8-maxbs:512-input_output_len:1000,1000-con:256-tp:4-gpus:4] #max_throughput #deepseek_v3.2_fp4 (FP4 389G, 4-GPU) - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:128,128-ep:4-tp:4-gpus:4] - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:500,2000-ep:4-tp:4-gpus:4] - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:2000,500-ep:4-tp:4-gpus:4] - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:1000,1000-ep:4-tp:4-gpus:4] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:1000,2000-ep:4-tp:4-gpus:4] TIMEOUT(120) - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-maxbs:1-input_output_len:1000,1000-reqs:10-con:1-ep:4-tp:4-gpus:4] #min_latency - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-maxbs:512-kv_frac:0.85-input_output_len:1000,1000-con:512-ep:4-tp:4-gpus:4] TIMEOUT(120) #max_throughput #llama_v3.1_nemotron_ultra_253b_fp8 (nemotron-nas FP8 241G, 4-GPU) @@ -263,10 +225,7 @@ llm_perf_core: gte: 10.0 lte: 10.3 tests: - - perf/test_perf.py::test_perf[kimi_k2_nvfp4-bench-pytorch-float4-maxbs:16-input_output_len:128,128-reqs:20-con:1-ep:8-tp:8-gpus:8] - perf/test_perf.py::test_perf[kimi_k2_nvfp4-bench-pytorch-float4-maxbs:256-input_output_len:2000,500-ep:8-tp:8-gpus:8] - - perf/test_perf.py::test_perf[kimi_k2_nvfp4-bench-pytorch-float4-maxbs:512-maxnt:2048-kv_frac:0.6-input_output_len:1000,1000-ep:8-tp:8-gpus:8] - - perf/test_perf.py::test_perf[kimi_k2_nvfp4-bench-pytorch-float4-maxbs:512-maxnt:2048-kv_frac:0.6-input_output_len:5000,500-reqs:2000-ep:8-tp:8-gpus:8] TIMEOUT(120) # gpt_oss_120b_fp4 - perf/test_perf.py::test_perf[gpt_oss_120b_fp4-bench-pytorch-float4-maxbs:720-maxnt:16384-input_output_len:1024,1024-reqs:1280-con:256-ep:8-tp:8-gpus:8] @@ -297,9 +256,6 @@ llm_perf_core: - perf/test_perf.py::test_perf[glm_5_fp8-bench-pytorch-float8-maxbs:512-maxnt:2048-kv_frac:0.6-input_output_len:1000,1000-con:512-ep:8-tp:8-gpus:8] TIMEOUT(120) #max_throughput #deepseek_v3.2_fp4 (FP4 389G, 8-GPU ep=8) - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:128,128-ep:8-tp:8-gpus:8] - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:500,2000-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:2000,500-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:1000,1000-ep:8-tp:8-gpus:8] TIMEOUT(120) - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-input_output_len:1000,2000-ep:8-tp:8-gpus:8] TIMEOUT(120) - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-maxbs:1-input_output_len:1000,1000-reqs:10-con:1-ep:8-tp:8-gpus:8] #min_latency - perf/test_perf.py::test_perf[deepseek_v3.2_fp4-bench-pytorch-float4-maxbs:384-maxnt:1536-input_output_len:1000,1000-con:3072-ep:8-tp:8-gpus:8] TIMEOUT(120) #max_throughput @@ -375,11 +331,6 @@ llm_perf_core: - perf/test_perf.py::test_perf[deepseek_r1_0528_fp4-bench-pytorch-float4-maxbs:384-maxnt:1536-input_output_len:1000,2000-reqs:10000-con:3072-ep:8-tp:8-gpus:8] TIMEOUT(120) #max throughput test #deepseek_v3.2_fp8 (FP8 645G, 8-GPU ep=8) - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-input_output_len:128,128-ep:8-tp:8-gpus:8] - - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-input_output_len:500,2000-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-input_output_len:2000,500-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-input_output_len:1000,1000-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-input_output_len:1000,2000-ep:8-tp:8-gpus:8] TIMEOUT(120) - - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-maxbs:1-input_output_len:1000,1000-reqs:10-con:1-ep:8-tp:8-gpus:8] #min_latency - perf/test_perf.py::test_perf[deepseek_v3.2_fp8-bench-pytorch-float8-maxbs:384-maxnt:1536-input_output_len:1000,1000-con:3072-ep:8-tp:8-gpus:8] TIMEOUT(120) #max_throughput #qwen3.5_397b_a17b_fp4 (MoE FP4 234G, 8-GPU ep=8) - perf/test_perf.py::test_perf[qwen3.5_397b_a17b_fp4-bench-pytorch-float4-input_output_len:128,128-ep:8-tp:8-gpus:8] @@ -399,21 +350,9 @@ llm_perf_core: gte: 12.0 lte: 12.0 tests: - #llama_v3.1_8b - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-bfloat16-input_output_len:128,128-quant:nvfp4] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32-kv_cache_dtype:fp8] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp4-bench-pytorch-float4-input_output_len:128,128] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct_fp4-bench-pytorch-float4-input_output_len:512,32-kv_cache_dtype:fp8] #llama_v3.3_70b - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:128,128-tp:2-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-maxbs:1-input_output_len:128,128-reqs:10-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:512,32-kv_cache_dtype:fp8] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:128,128-tp:2-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:512,32-kv_cache_dtype:fp8-tp:2-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:500,2000-tp:2-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-input_output_len:1000,1000-tp:2-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-maxbs:1024-maxnt:4096-kv_frac:0.85-input_output_len:500,2000-reqs:3000-tp:8-gpus:8] - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp4-bench-pytorch-float4-maxbs:1024-maxnt:4096-kv_frac:0.85-input_output_len:1000,1000-reqs:3000-tp:8-gpus:8] - perf/test_perf.py::test_perf[qwen3_235b_a22b_fp4-bench-pytorch-float4-input_output_len:1000,2000-con:8-ep:8-tp:8-gpus:8] - perf/test_perf.py::test_perf[qwen3_235b_a22b_fp4-bench-pytorch-float4-input_output_len:1000,2000-con:512-ep:8-tp:8-gpus:8] diff --git a/tests/integration/test_lists/qa/llm_perf_sanity.yml b/tests/integration/test_lists/qa/llm_perf_sanity.yml deleted file mode 100644 index 1fd487f7275f..000000000000 --- a/tests/integration/test_lists/qa/llm_perf_sanity.yml +++ /dev/null @@ -1,80 +0,0 @@ -version: 0.0.1 -llm_perf_sanity: -# =============================================================================== -# Test Conditions Index -# =============================================================================== -# 1: All GPUs(L40S, L20, H20, H100, H200, B200, B300, GB200, GB300, RTX6000-Server) -# 2: H20, H100, H200, B200, B300, RTX6000-Server -# 3: L40S, H20, H100, H200, B200, B300, GB200, GB300, RTX6000-Server -# 4: L40S, H20, H100, H200, B200, B300, RTX6000-Server -# =============================================================================== - -# 1: All GPUs(L40S, L20, H20, H100, H200, B200, B300, GB200, GB300, RTX6000-Server) -- condition: - terms: - supports_fp8: true - ranges: - system_gpu_count: - gte: 1 - tests: - #llama_v3.1_8b_instruct - #trt backend - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-bfloat16-input_output_len:128,128] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-bfloat16-input_output_len:512,32] - #pytorch backend - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:500,2000] - - 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:500,2000] - - 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[llama_v3.1_8b-bench-pytorch-bfloat16-input_output_len:128,128] - - perf/test_perf.py::test_perf[qwen3_4b_eagle3-bench-pytorch-streaming-bfloat16-maxbs:4-kv_frac:0.6-input_output_len:500,100-reqs:200-con:4] - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-bfloat16-maxbs:256-input_output_len:128,128-gpus:2] - - perf/test_perf.py::test_perf[llama_v3.1_8b_instruct-bench-pytorch-streaming-bfloat16-input_output_len:128,128-gpus:2] - # llama_v3.1_8b_instruct_fp8 - # pytorch backend - - 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] - - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-maxbs:512-maxnt:5000-input_output_len:5000,500-reqs:8-con:1] - - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-maxbs:512-input_output_len:500,2000-reqs:8-con:1] - - perf/test_perf.py::test_perf[llama_v3.1_nemotron_nano_8b_fp8-bench-pytorch-float8-maxbs:512-input_output_len:1000,1000-reqs:8-con:1] - - -# 2: H20, H100, H200, B200, B300, RTX6000-Server -- condition: - ranges: - gpu_memory: - gt: 80000 - system_gpu_count: - gte: 8 - compute_capability: - gte: 9.0 - tests: - - perf/test_perf.py::test_perf[qwen3_235b_a22b_fp8-bench-pytorch-float8-input_output_len:1000,2000-con:256-ep:8-gpus:8] TIMEOUT(60) - - perf/test_perf.py::test_perf[gpt_oss_20b_fp4-bench-pytorch-float4-input_output_len:512,512] - - perf/test_perf.py::test_perf[nemotron_nano_12b_v2-bench-pytorch-bfloat16-input_output_len:512,512] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:500,2000-gpus:8] - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct-bench-pytorch-bfloat16-input_output_len:2000,500-gpus:8] - - -# 3: L40S, H20, H100, H200, B200, B300, GB200, GB300, RTX6000-Server -- condition: - ranges: - system_gpu_count: - gte: 4 - - tests: - # test overlap scheduler - - perf/test_perf.py::test_perf[qwen3_0.6b-bench-pytorch-bfloat16-maxnt:2048-input_output_len:8000,1000-reqs:256-con:1-pp:4-gpus:4] - - perf/test_perf.py::test_perf[llama_v3.1_8b-bench-pytorch-streaming-bfloat16-input_output_len:1000,1000-reqs:1000-con:200] - - -# 4: L40S, H20, H100, H200, B200, B300, RTX6000-Server -- condition: - terms: - supports_fp8: true - ranges: - system_gpu_count: - gte: 8 - - tests: - - perf/test_perf.py::test_perf[llama_v3.3_70b_instruct_fp8-bench-pytorch-float8-input_output_len:128,128-gpus:8]