Update benchmarks 7695704544 - reports/benchmarks/2024-01-29_12-07-12

reports/benchmarks/2024-01-29_12-07-12/README.md

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+# RAGStack - Benchmarks Report - 2024-01-29 12:07:09
+
+| Test Case | p50 | p90 | p95 | p99 |
+|---|---|---|---|---|
+| embeddings_batch100_chunk256-openai_ada002 | 3.06 | 3.06 | 3.06 | 3.06 |
+| embeddings_batch100_chunk512-openai_ada002 | 3.2 | 3.2 | 3.2 | 3.2 |
+| embeddings_batch50_chunk256-openai_ada002 | 3.55 | 3.55 | 3.55 | 3.55 |
+| embeddings_batch50_chunk512-openai_ada002 | 3.55 | 3.55 | 3.55 | 3.55 |
+| embeddings_batch10_chunk256-openai_ada002 | 5.4 | 5.4 | 5.4 | 5.4 |
+| embeddings_batch50_chunk512-nvidia_nvolveqa40k | 5.52 | 5.52 | 5.52 | 5.52 |
+| embeddings_batch100_chunk256-nvidia_nvolveqa40k | 6.2 | 6.2 | 6.2 | 6.2 |
+| embeddings_batch100_chunk512-nvidia_nvolveqa40k | 6.21 | 6.21 | 6.21 | 6.21 |
+| embeddings_batch10_chunk512-openai_ada002 | 6.92 | 6.92 | 6.92 | 6.92 |
+| embeddings_batch50_chunk256-nvidia_nvolveqa40k | 7.2 | 7.2 | 7.2 | 7.2 |
+| embeddings_batch10_chunk512-nvidia_nvolveqa40k | 9.1 | 9.1 | 9.1 | 9.1 |
+| embeddings_batch10_chunk256-nvidia_nvolveqa40k | 9.12 | 9.12 | 9.12 | 9.12 |
+
+<img src='plot.svg' />

reports/benchmarks/2024-01-29_12-07-12/benchmarks.log

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+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
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+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
+INFO:root:Starting test case
+INFO:root:Starting test case

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch100_chunk256-nvidia_nvolveqa40k.json

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reports/benchmarks/2024-01-29_12-07-12/embeddings_batch100_chunk256-openai_ada002.json

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+{"benchmarks":[{"runs":[{"values":[3.0632637260000024],"warmups":[[1,3.056866897999953]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch100_chunk256 openai_ada002","command_max_rss":151453696,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=3243 MHz; 1=3199 MHz; 2=3332 MHz; 3=3019 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:06:33.327916","duration":6.1933870070000125,"hostname":"fv-az525-874","load_avg_1min":0.62,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":293.33025908470154},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch100_chunk512-nvidia_nvolveqa40k.json

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+{"benchmarks":[{"runs":[{"values":[6.214858456000002],"warmups":[[1,6.478936356999952]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch100_chunk512 nvidia_nvolveqa40k","command_max_rss":83763200,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=3244 MHz; 1=3255 MHz; 2=2814 MHz; 3=2966 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:07:07.330620","duration":12.766234963999977,"hostname":"fv-az525-874","load_avg_1min":0.7,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":327.3327782154083},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch100_chunk512-openai_ada002.json

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+{"benchmarks":[{"runs":[{"values":[3.2019995630000153],"warmups":[[1,3.2139059389999716]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch100_chunk512 openai_ada002","command_max_rss":153448448,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=3242 MHz; 1=3213 MHz; 2=2789 MHz; 3=2698 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:06:54.438789","duration":6.488751931999957,"hostname":"fv-az525-874","load_avg_1min":0.52,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":314.44088101387024},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch10_chunk256-nvidia_nvolveqa40k.json

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reports/benchmarks/2024-01-29_12-07-12/embeddings_batch10_chunk256-openai_ada002.json

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+{"benchmarks":[{"runs":[{"values":[5.398796991000012],"warmups":[[1,7.291147414999983]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch10_chunk256 openai_ada002","command_max_rss":152076288,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=2868 MHz; 1=2929 MHz; 2=3242 MHz; 3=3333 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:04:59.923632","duration":12.76397141199999,"hostname":"fv-az525-874","load_avg_1min":0.67,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":199.92592096328735},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch10_chunk512-nvidia_nvolveqa40k.json

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reports/benchmarks/2024-01-29_12-07-12/embeddings_batch10_chunk512-openai_ada002.json

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+{"benchmarks":[{"runs":[{"values":[6.916698567999987],"warmups":[[1,5.499823508999981]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch10_chunk512 openai_ada002","command_max_rss":149278720,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=3251 MHz; 1=3244 MHz; 2=2972 MHz; 3=2653 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:05:31.347007","duration":12.489086231000016,"hostname":"fv-az525-874","load_avg_1min":0.51,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":231.34922337532043},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch50_chunk256-nvidia_nvolveqa40k.json

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+{"benchmarks":[{"runs":[{"values":[7.2019749669999555],"warmups":[[1,5.734251422999989]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2024-01-29 12:01:40","command":"/home/runner/.cache/pypoetry/virtualenvs/ragstack-e2e-tests-KLvcJhlJ-py3.11/bin/python /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/testcases.py /home/runner/work/ragstack-ai/ragstack-ai/ragstack-e2e-tests/benchmarks/reports/benchmarks.log embeddings_batch50_chunk256 nvidia_nvolveqa40k","command_max_rss":83742720,"cpu_config":"idle:none","cpu_count":4,"cpu_freq":"0=2888 MHz; 1=3234 MHz; 2=3238 MHz; 3=2878 MHz","cpu_model_name":"AMD EPYC 7763 64-Core Processor","date":"2024-01-29 12:06:08.749461","duration":13.007608946000005,"hostname":"fv-az525-874","load_avg_1min":0.35,"loops":1,"name":"command","perf_version":"2.6.2","platform":"Linux-6.2.0-1018-azure-x86_64-with-glibc2.35","runnable_threads":1,"unit":"second","uptime":268.7517671585083},"version":"1.0"}

reports/benchmarks/2024-01-29_12-07-12/embeddings_batch50_chunk256-openai_ada002.json

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reports/benchmarks/2024-01-29_12-07-12/embeddings_batch50_chunk512-nvidia_nvolveqa40k.json

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reports/benchmarks/2024-01-29_12-07-12/embeddings_batch50_chunk512-openai_ada002.json

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