v0.8: reconstrucao serving_ALL output_len real + RTX out-256 + saneamento ollama + nomes GPU + experimento vLLM a parte

data/embed_ALL.csv

@@ -37,16 +37,16 @@ NVIDIA RTX 4090,BAAI/bge-m3,32,8,1024,10,669.336,670.143,249.031,258.799,2290.0
 NVIDIA RTX 4090,BAAI/bge-m3,32,32,1024,10,715.047,715.824,799.126,834.831,2290.0
 NVIDIA RTX 4090,BAAI/bge-m3,32,64,1024,10,721.084,721.981,1586.185,1632.615,2290.0
 NVIDIA RTX 4090,BAAI/bge-m3,32,128,1024,10,727.04,727.416,3034.901,3190.682,2290.0
-NVIDIA L40S,BAAI/bge-m3,1,1,1024,10,56.388,57.158,17.502,18.208,1689.0
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-NVIDIA L40S,BAAI/bge-m3,32,32,1024,10,679.518,685.243,930.717,954.59,1957.0
-NVIDIA L40S,BAAI/bge-m3,32,64,1024,10,674.864,678.005,1788.93,1837.011,1957.0
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+NVIDIA L40S (x86),BAAI/bge-m3,32,128,1024,10,675.579,676.637,3497.731,3524.902,1957.0
 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,1,1024,10,65.292,66.291,15.103,15.979,1691.0
 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,8,1024,10,223.61,228.185,31.58,34.163,1735.0
 NVIDIA L40S (Grace ARM),BAAI/bge-m3,1,32,1024,10,430.382,451.563,63.277,71.733,2145.0
@@ -79,3 +79,11 @@ Tesla P100,bge-m3,1,1,1024,0,,,,,
 Tesla P100,bge-m3,1,8,1024,0,,,,,
 Tesla P100,bge-m3,1,32,1024,0,,,,,
 Tesla P100,bge-m3,1,64,1024,0,,,,,
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,1,4096,10,57.566,59.339,17.175,18.893,82868.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,8,4096,10,190.158,193.094,35.849,37.17,82868.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,32,4096,10,345.801,369.638,69.281,72.346,82868.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,1,64,4096,10,469.608,483.863,93.491,113.906,82868.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,1,4096,10,331.902,333.871,95.768,99.502,82868.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,8,4096,10,573.673,602.389,314.592,347.152,82922.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,32,4096,10,694.465,706.86,864.278,881.538,82922.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Embedding-8B,32,64,4096,10,744.916,749.83,1531.819,1555.632,82922.0

data/ocr_pages_ALL.csv

@@ -173,62 +173,62 @@ NVIDIA RTX 4090,Qwen2.5-VL-7B-Instruct,10,8,40,12694.886016845703,50.16193128133
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 NVIDIA RTX 4090,Qwen2.5-VL-7B-Instruct,50,8,40,12063.462450504303,50.15143889926247,ocr_NVIDIA_GeForce_RTX_4090_795370_20260615-125130_Qwen_Qwen2.5-VL-7B-Instruct.csv
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+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,1,3,10356.833801269531,48.77359332908098,ocr_NVIDIA_L40S_795551_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,4,12,10879.690520763397,46.437886115699925,ocr_NVIDIA_L40S_795551_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,1,3,1333.6024284362793,47.99031453102815,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,4,12,1448.4610557556152,44.187045664638056,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,1,3,9431.429505348206,48.76249138470559,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,4,12,9889.277219772339,46.46446755072185,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,1,3,9566.606903076172,48.763370830047954,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,4,12,10040.798025131226,46.46698628216258,ocr_NVIDIA_L40S_795552_212826_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,1,3,7079.660415649414,48.73115089494774,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,4,12,7204.5392990112305,46.24234744858254,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,8,24,7122.59042263031,45.914236146324924,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,16,48,7311.991453170776,44.1911835529597,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,1,3,10040.373349189758,48.77308671390372,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,4,12,10519.985556602478,46.408741866985814,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,8,24,10617.372477054596,46.29285203185288,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,16,48,11023.838829994202,44.658397305785144,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,1,3,10346.266927719116,48.763481893968866,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,4,12,10868.440673351288,46.363960747148816,ocr_NVIDIA_L40S_796829_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,1,3,1333.7538242340088,47.984867100010746,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,4,12,1447.8480815887451,44.205534259345825,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,8,24,1510.1745128631592,42.37920857937611,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,16,48,1621.4853525161743,39.47157614092163,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,1,3,9431.221556663513,48.76356654722668,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,4,12,9893.78193616867,46.473366765012535,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,8,24,9919.93670463562,46.341184161162076,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,16,48,10304.228115081787,44.6211898026486,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,1,3,9568.461141586304,48.75601134778274,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,4,12,10045.099215507507,46.474400136712184,ocr_NVIDIA_L40S_796830_093925_ocrmodel.csv
 NVIDIA RTX PRO 6000 Blackwell,DeepSeek-OCR-2,1,1,3,394.3667411804199,413.32085842763473,ocr_NVIDIA_RTX_PRO_6000_deepseek-ocr-2_ocrmodel.csv
 NVIDIA RTX PRO 6000 Blackwell,DeepSeek-OCR-2,1,4,12,773.0786800384521,210.84533624175134,ocr_NVIDIA_RTX_PRO_6000_deepseek-ocr-2_ocrmodel.csv
 NVIDIA RTX PRO 6000 Blackwell,DeepSeek-OCR-2,5,1,3,847.4939346313477,554.3402504754903,ocr_NVIDIA_RTX_PRO_6000_deepseek-ocr-2_ocrmodel.csv
@@ -253,20 +253,20 @@ NVIDIA B200,NuMarkdown-8B-Thinking,10,1,3,3252.8846740722656,151.61927009928885,
 NVIDIA B200,NuMarkdown-8B-Thinking,10,4,12,3494.5440530776978,141.13429190595878,ocr_b200_tp1_full.csv
 NVIDIA B200,NuMarkdown-8B-Thinking,50,1,3,3378.0249977111816,149.54300229935444,ocr_b200_tp1_full.csv
 NVIDIA B200,NuMarkdown-8B-Thinking,50,4,12,3592.343246936798,140.62130674611998,ocr_b200_tp1_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,1,3,6423.0170249938965,48.73099336060026,ocr_l40s_797255.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,4,12,6853.58190536499,46.25172805831392,ocr_l40s_797255.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,8,24,6853.919267654419,45.923640788519364,ocr_l40s_797255.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,16,48,7325.279474258423,44.315455235283466,ocr_l40s_797255.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,1,3,6649.129629135132,48.728182193996936,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,4,12,7017.274379730225,46.24278727800101,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,8,24,7070.122718811035,45.85781195414355,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,1,16,48,7360.39924621582,44.3047242885695,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,10,1,3,10111.934638023376,48.77404944306562,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,10,4,12,10616.612613201141,46.44686374395116,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,10,8,24,10553.300702571869,46.286218529070865,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,10,16,48,11044.539070129395,44.56137651891098,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,50,1,3,10359.232912063599,48.76229777706332,ocr_l40s_full.csv
-NVIDIA L40S,NuMarkdown-8B-Thinking,50,4,12,10882.090792655945,46.427338143183846,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,1,3,6423.0170249938965,48.73099336060026,ocr_l40s_797255.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,4,12,6853.58190536499,46.25172805831392,ocr_l40s_797255.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,8,24,6853.919267654419,45.923640788519364,ocr_l40s_797255.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,16,48,7325.279474258423,44.315455235283466,ocr_l40s_797255.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,1,3,6649.129629135132,48.728182193996936,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,4,12,7017.274379730225,46.24278727800101,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,8,24,7070.122718811035,45.85781195414355,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,1,16,48,7360.39924621582,44.3047242885695,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,1,3,10111.934638023376,48.77404944306562,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,4,12,10616.612613201141,46.44686374395116,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,8,24,10553.300702571869,46.286218529070865,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,10,16,48,11044.539070129395,44.56137651891098,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,1,3,10359.232912063599,48.76229777706332,ocr_l40s_full.csv
+NVIDIA L40S (x86),NuMarkdown-8B-Thinking,50,4,12,10882.090792655945,46.427338143183846,ocr_l40s_full.csv
 NVIDIA RTX PRO 6000 Blackwell,Unlimited-OCR,1,1,3,425.34422874450684,338.549321393278,ocr_NVIDIA_RTX_PRO_6000_unlimited-ocr_ocrmodel.csv
 NVIDIA RTX PRO 6000 Blackwell,Unlimited-OCR,1,4,12,536.758303642273,268.2771731743504,ocr_NVIDIA_RTX_PRO_6000_unlimited-ocr_ocrmodel.csv
 NVIDIA RTX PRO 6000 Blackwell,Unlimited-OCR,5,1,3,3045.010566711426,352.51109199245207,ocr_NVIDIA_RTX_PRO_6000_unlimited-ocr_ocrmodel.csv

data/ollama_ALL.csv

@@ -1,441 +1,160 @@
-gpu,model,concurrency,n_ok,output_tok_s_agg_median,output_tok_s_agg_q3,tok_s_per_stream_median,ttft_ms_median,vram_mib_median
-AMD RX 7900 XT,qwen2.5:14b,1,10,9.626,9.638,9.69,106.0,
-AMD RX 7900 XT,qwen2.5:14b,4,10,23.886,24.316,6.386,296.375,
-AMD RX 7900 XT,qwen2.5:14b,8,10,21.696,21.832,2.944,509.625,
-AMD RX 7900 XT,qwen2.5:7b,1,10,68.708,69.33,69.61,8.0,
-AMD RX 7900 XT,qwen2.5:7b,4,10,152.397,153.265,39.955,45.375,
-AMD RX 7900 XT,qwen2.5:7b,8,10,171.145,171.529,22.647,71.25,
-AMD RX 7900 XT,qwen2.5:7b,16,10,267.555,270.691,18.122,80.25,
-AMD RX 7900 XT,qwen2.5:7b,32,10,308.435,310.23,10.59,121.109,
-AMD RX 7900 XT,qwen2.5-coder:14b,1,10,9.566,9.573,9.618,106.0,
-AMD RX 7900 XT,qwen2.5-coder:14b,4,10,22.79,22.909,6.064,291.25,
-AMD RX 7900 XT,qwen2.5-coder:14b,8,10,21.076,21.198,2.812,520.438,
-AMD RX 7900 XT,qwen2.5-coder:7b,1,10,66.485,67.674,67.178,8.0,
-AMD RX 7900 XT,qwen2.5-coder:7b,4,10,150.134,150.937,38.574,46.875,
-AMD RX 7900 XT,qwen2.5-coder:7b,8,10,169.201,169.688,21.855,73.375,
-AMD RX 7900 XT,qwen2.5-coder:7b,16,10,261.784,263.16,17.332,83.688,
-AMD RX 7900 XT,qwen2.5-coder:7b,32,10,309.493,310.117,9.993,140.125,
-AMD RX 7900 XT,qwen2.5:32b,1,10,7.178,7.18,7.219,141.0,
-AMD RX 7900 XT,qwen2.5:32b,4,10,18.843,19.144,4.936,409.625,
-AMD RX 7900 XT,qwen2.5:32b,8,10,17.181,17.322,2.255,671.062,
-NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,1,10,25.544,25.99,26.431,27.599,
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-NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,32,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen2.5:7b-instruct-q4_K_M,64,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,1,10,22.135,22.15,22.693,46.218,
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-NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,32,10,198.218,201.482,8.274,80.328,
-NVIDIA GB10 (DGX Spark),qwen2.5:14b-instruct-q4_K_M,64,10,254.118,255.496,5.424,109.453,
-NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,1,10,8.317,8.322,8.427,122.99,
-NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,4,10,31.52,31.561,8.181,125.34,
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-NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,16,10,73.716,73.815,5.776,154.009,
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-NVIDIA GB10 (DGX Spark),qwen2.5:32b-instruct-q5_K_M,64,10,149.825,153.345,3.33,211.638,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,1,10,26.16,27.161,26.87,28.277,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,4,10,62.115,63.701,15.914,43.883,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,8,10,97.621,102.453,13.222,182.132,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,16,10,169.032,171.789,11.79,543.019,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,32,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:7b-instruct-q4_K_M,64,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,1,10,8.321,8.325,8.428,122.934,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,4,10,32.183,32.201,8.183,125.203,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,8,10,52.388,52.427,6.923,141.488,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,16,10,70.779,71.198,5.279,154.403,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,32,10,93.003,98.351,3.714,171.936,
-NVIDIA GB10 (DGX Spark),qwen2.5-coder:32b-instruct-q5_K_M,64,10,126.395,128.227,2.739,208.239,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,1,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,4,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,8,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,16,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,32,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-3.3-70b-spark:latest,64,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,1,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,4,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,8,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,16,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,32,0,,,,,
-NVIDIA GB10 (DGX Spark),qwen-2.5-32b-spark:latest,64,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,1,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,4,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,8,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,16,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,32,0,,,,,
-NVIDIA GB10 (DGX Spark),llama-guard3:8b,64,0,,,,,
-NVIDIA GTX 1080 Ti,qwen2.5:7b,1,10,34.869,34.902,35.256,13.0,7000.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,4,10,53.193,53.811,13.995,109.25,7004.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,8,10,60.142,60.632,7.98,161.375,7004.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,16,10,90.243,91.363,6.234,252.969,7004.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,32,10,103.957,105.23,3.616,387.891,7006.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,1,10,32.783,32.992,33.103,26.0,7000.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,4,10,51.372,51.713,13.394,108.625,7004.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,8,10,57.639,58.241,7.445,168.438,7004.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,16,10,91.023,91.395,5.817,224.656,7006.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:7b,32,10,104.707,105.298,3.4,411.469,7008.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,1,10,30.417,31.089,31.051,22.0,8298.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,4,10,56.724,59.109,14.96,106.125,8300.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,8,10,66.138,66.809,8.744,165.812,8302.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,16,10,100.818,101.366,6.83,205.656,8302.0
-NVIDIA GTX 1080 Ti,qwen2.5:7b,32,10,113.425,116.179,3.98,468.094,8304.0
-NVIDIA GTX 1080 Ti,qwen2.5:14b,1,10,3.691,5.091,3.71,252.0,9096.0
-NVIDIA GTX 1080 Ti,qwen2.5:14b,4,0,,,,,
-NVIDIA GTX 1080 Ti,qwen2.5:14b,8,0,,,,,
-NVIDIA GTX 1080 Ti,qwen2.5-coder:14b,1,10,2.706,2.72,2.719,363.0,9098.0
-NVIDIA GTX 1080 Ti,qwen2.5-coder:14b,4,0,,,,,
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data/rerank_ALL.csv

@@ -48,3 +48,7 @@ NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-reranker-v2-m3,1,10,1517.555,1601.443,11.
 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-reranker-v2-m3,8,10,4995.125,5199.859,26.804,2482.0
 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-reranker-v2-m3,32,10,6148.866,6391.957,70.253,2570.0
 NVIDIA RTX PRO 6000 Blackwell,BAAI/bge-reranker-v2-m3,64,10,6310.176,6407.088,115.015,2570.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Reranker-8B,1,10,714.507,722.63,26.695,82850.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Reranker-8B,8,10,1794.862,1861.408,69.264,82878.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Reranker-8B,32,10,2329.854,2340.526,182.248,83272.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-Reranker-8B,64,10,2459.675,2473.993,331.416,84096.0

data/serving_ALL_vllm_experiment.csv

@@ -0,0 +1,69 @@
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+NVIDIA RTX PRO 6000 Blackwell Workstation Edition,97887,1,Qwen/Qwen2.5-32B-Instruct-AWQ,4,5,251.768,251.693,252.331,1258.841,186.204,195.71,14.534,91373.0,128,1,serving_NVIDIA_RTX_PRO_6000_Blackwell_ngc017_eager_ngc017eagerb4ab_Qwen_Qwen2.5-32B-Instruct-AWQ.csv
+NVIDIA RTX PRO 6000 Blackwell Workstation Edition,97887,1,Qwen/Qwen2.5-32B-Instruct-AWQ,8,5,440.945,439.674,441.017,2204.723,346.938,372.341,15.538,91373.0,128,1,serving_NVIDIA_RTX_PRO_6000_Blackwell_ngc017_eager_ngc017eagerb4ab_Qwen_Qwen2.5-32B-Instruct-AWQ.csv
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data/vision_ALL.csv

@@ -16,16 +16,16 @@ NVIDIA RTX 4090,numind/NuMarkdown-8B-Thinking,16,10,7447.952,7682.365,468.303,22
 NVIDIA RTX 4090,numind/NuMarkdown-8B-Thinking,32,10,7892.773,8084.863,850.675,22318.0
 NVIDIA RTX 4090,numind/NuMarkdown-8B-Thinking,64,10,5833.87,6014.754,2264.351,22318.0
 NVIDIA RTX 4090,Qwen/Qwen2.5-VL-7B-Instruct,64,10,4146.289,4162.71,2244.616,19966.0
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+NVIDIA L40S (x86),numind/NuMarkdown-8B-Thinking,1,10,4867.174,4869.515,48.279,42347.0
+NVIDIA L40S (x86),numind/NuMarkdown-8B-Thinking,4,10,5202.308,5203.081,178.564,42347.0
+NVIDIA L40S (x86),numind/NuMarkdown-8B-Thinking,8,10,5128.022,5129.031,358.492,42349.0
+NVIDIA L40S (x86),numind/NuMarkdown-8B-Thinking,16,10,4917.469,4965.837,649.277,42349.0
+NVIDIA L40S (x86),numind/NuMarkdown-8B-Thinking,32,10,6026.184,6031.501,1142.631,42349.0
+NVIDIA L40S (x86),Qwen/Qwen2.5-VL-7B-Instruct,1,10,3178.6,3181.626,48.129,41071.0
+NVIDIA L40S (x86),Qwen/Qwen2.5-VL-7B-Instruct,4,10,3504.413,3517.07,174.305,41071.0
+NVIDIA L40S (x86),Qwen/Qwen2.5-VL-7B-Instruct,8,10,3472.125,3491.574,352.007,41073.0
+NVIDIA L40S (x86),Qwen/Qwen2.5-VL-7B-Instruct,16,10,3552.01,3608.572,687.04,41073.0
+NVIDIA L40S (x86),Qwen/Qwen2.5-VL-7B-Instruct,32,10,4158.611,4161.946,1170.676,41073.0
 NVIDIA L40S (Grace ARM),numind/NuMarkdown-8B-Thinking,1,10,4942.725,5036.921,47.542,42347.0
 NVIDIA L40S (Grace ARM),numind/NuMarkdown-8B-Thinking,4,10,5488.963,5520.768,169.235,42347.0
 NVIDIA L40S (Grace ARM),numind/NuMarkdown-8B-Thinking,8,10,5392.812,5399.261,340.888,42349.0
@@ -59,3 +59,7 @@ NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen2.5-VL-7B-Instruct,1,10,1508.72,1510.51,1
 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen2.5-VL-7B-Instruct,4,10,1567.279,1580.126,386.1,90856.0
 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen2.5-VL-7B-Instruct,8,10,1594.195,1598.95,756.208,90856.0
 NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen2.5-VL-7B-Instruct,16,10,1688.387,1690.967,1404.293,90856.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-VL-8B-Instruct,1,10,1629.092,1630.612,93.899,83500.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-VL-8B-Instruct,4,10,1691.009,1703.915,359.464,83500.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-VL-8B-Instruct,8,10,1743.641,1746.305,691.416,83500.0
+NVIDIA RTX PRO 6000 Blackwell,Qwen/Qwen3-VL-8B-Instruct,16,10,1871.846,1876.348,1271.193,83502.0