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alright ... skip cutlass fp8
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andy-neuma committed Jun 7, 2024
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Expand Up @@ -10,6 +10,7 @@ tests/kernels/test_attention.py
tests/kernels/test_rand.py
tests/kernels/test_cache.py
tests/kernels/test_sampler.py
tests/kernels/test_cutlass.py
tests/core/test_block_manager.py
tests/core/test_chunked_prefill_scheduler.py
tests/core/test_scheduler.py
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Benchmark suite Current: 7df1de9 Previous: 87571b8 Ratio
{"name": "request_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.8.17 (default, Jun 7 2023, 12:29:56) \n[GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 2.392788237810742 prompts/s
{"name": "token_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.8.17 (default, Jun 7 2023, 12:29:56) \n[GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 918.830683319325 tokens/s

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bigger_is_better

Benchmark suite Current: 7df1de9 Previous: 87571b8 Ratio
{"name": "request_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.10.12 (main, Jun 7 2023, 13:43:11) [GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 2.3895019023447133 prompts/s
{"name": "token_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.10.12 (main, Jun 7 2023, 13:43:11) [GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 917.56873050037 tokens/s

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bigger_is_better

Benchmark suite Current: 7df1de9 Previous: 87571b8 Ratio
{"name": "request_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.11.4 (main, Jun 7 2023, 11:01:02) [GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 2.415089513188189 prompts/s
{"name": "token_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.11.4 (main, Jun 7 2023, 11:01:02) [GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 927.3943730642645 tokens/s

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Benchmark suite Current: 7df1de9 Previous: 87571b8 Ratio
{"name": "request_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.9.17 (main, Jun 7 2023, 12:34:12) \n[GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 2.359362704333408 prompts/s
{"name": "token_throughput", "description": "VLLM Engine throughput - synthetic\nmodel - NousResearch/Llama-2-7b-chat-hf\nmax_model_len - 4096\nbenchmark_throughput {\n \"use-all-available-gpus_\": \"\",\n \"input-len\": 256,\n \"output-len\": 128,\n \"num-prompts\": 1000\n}", "gpu_description": "NVIDIA L4 x 1", "vllm_version": "0.5.0", "python_version": "3.9.17 (main, Jun 7 2023, 12:34:12) \n[GCC 11.3.0]", "torch_version": "2.3.0+cu121"} 905.9952784640287 tokens/s

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