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0.00986,101.0,2137,2137,1229,1277,7.4e-07,4.99e-08,2.2,116.0,2.19,116.0,2263,2263,1304,1402,3.43e-07,2.31e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,gptq,4,False,True,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16+gptq-4bit+exllama-v1,cuda,microsoft/phi-1_5,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],1,,,,,,,
0.01,100.0,3779,3779,924,973,5.08e-07,3.42e-08,1.7,151.0,1.69,151.0,3897,3897,962,1090,2.64e-07,1.78e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,gptq,4,False,True,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16+gptq-4bit+exllama-v1,cuda,TurkuNLP/gpt3-finnish-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],1,,,,,,,
0.0192,52.1,1861,1861,904,1002,2.13e-06,1.44e-07,3.74,68.4,3.72,68.5,1972,1972,941,1113,4.72e-07,3.18e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,bnb,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16+bnb-4bit,cuda,TurkuNLP/gpt3-finnish-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,0.0,True,,,,,
0.0141,70.9,2108,2108,1193,1249,1.31e-06,8.85e-08,2.45,104.0,2.44,105.0,2213,2213,1269,1354,5.66e-07,3.82e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,awq,4,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16+awq-4bit+gemm,cuda,microsoft/phi-1_5,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,gemm,False,,,
0.00998,100.0,1812,1812,905,954,8.84e-07,5.95e-08,1.89,135.0,1.88,136.0,1932,1932,942,1073,2.95e-07,1.99e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,awq,4,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16+awq-4bit+gemm,cuda,TurkuNLP/gpt3-finnish-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,gemm,False,,,
0.0159,62.9,7143,7143,6254,6285,1.62e-06,1.09e-07,2.52,102.0,2.5,102.0,7311,7311,6401,6452,6.5e-07,4.38e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,GeneZC/MiniMA-2-3B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0159,62.9,7143,7143,6254,6285,1.65e-06,1.11e-07,2.52,102.0,2.5,102.0,7311,7311,6401,6452,6.51e-07,4.39e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,GeneZC/MiniMA-3B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0102,98.0,4088,4088,2982,3229,9.39e-07,6.33e-08,2.3,111.0,2.29,111.0,4088,4088,3057,3229,4.45e-07,3e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,microsoft/phi-1_5,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00214,467.0,1062,1062,180,203,8.86e-08,5.97e-09,0.615,416.0,0.613,416.0,1068,1068,180,209,6.78e-08,4.57e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/verysmol_llama-v11-KIx2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0143,69.9,4967,4967,4080,4108,8.17e-07,5.51e-08,1.61,159.0,1.6,159.0,4971,4971,4083,4112,2.62e-07,1.77e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/Mixtral-GQA-400m-v2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00388,258.0,1397,1397,497,538,1.96e-07,1.32e-08,1.04,246.0,1.04,245.0,1408,1408,500,549,1.36e-07,9.18e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/smol_llama-220M-GQA,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00224,446.0,1118,1118,232,260,1.06e-07,7.14e-09,0.625,410.0,0.623,409.0,1135,1135,232,276,7.33e-08,4.94e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/smol_llama-81M-tied,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00232,431.0,1148,1148,269,289,1.12e-07,7.52e-09,0.638,401.0,0.636,401.0,1152,1152,269,293,7.81e-08,5.26e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/smol_llama-101M-GQA,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00391,256.0,1399,1399,500,541,2.01e-07,1.36e-08,1.04,246.0,1.04,245.0,1408,1408,500,549,1.35e-07,9.13e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,BEE-spoke-data/NanoLlama-GQA-L10-A32_KV8-v13-KI,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0112,89.3,4182,4182,3168,3323,9.57e-07,6.45e-08,2.93,87.4,2.92,87.3,4201,4201,3168,3342,5.78e-07,3.89e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,bn22/tinyllama_frankenmerge,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00882,113.0,3924,3924,2840,3066,8.07e-07,5.44e-08,1.95,131.0,1.94,131.0,3972,3972,2991,3114,4.19e-07,2.82e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,Dans-DiscountModels/ShearedLlama-1.3b-FFT-Test1,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.0315,31.7,16130,16130,15114,15271,3.66e-06,2.47e-07,5.21,49.1,5.18,49.2,16232,16232,15171,15374,1.45e-06,9.79e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,mistralai/Mistral-7B-v0.1,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0305,32.8,15188,15188,14290,14329,3.53e-06,2.38e-07,5.0,51.2,4.97,51.3,15215,15215,14290,14357,1.41e-06,9.53e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,Deci/DeciLM-7B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.00678,147.0,3108,3108,2203,2250,5.68e-07,3.83e-08,1.47,174.0,1.46,175.0,3150,3150,2243,2292,3.03e-07,2.05e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,EleutherAI/pythia-1b-deduped,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.0263,38.0,13376,13376,12440,12517,3.06e-06,2.06e-07,4.77,53.7,4.74,53.8,13628,13628,12721,12769,1.32e-06,8.86e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,EleutherAI/gpt-j-6b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
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0.0167,59.9,6877,6877,5925,6018,1.53e-06,1.03e-07,2.85,89.8,2.83,90.1,6982,6982,6052,6123,7.14e-07,4.81e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,EleutherAI/pythia-2.8b-deduped,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00468,214.0,1326,1326,448,467,1.95e-07,1.32e-08,1.15,223.0,1.15,222.0,1368,1368,458,509,1.37e-07,9.22e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,EleutherAI/pythia-160m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00899,111.0,1894,1894,1002,1035,4.29e-07,2.89e-08,2.21,116.0,2.2,116.0,1980,1980,1028,1121,2.76e-07,1.86e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,EleutherAI/pythia-410m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.00516,194.0,1504,1504,608,645,2.74e-07,1.84e-08,1.26,203.0,1.25,204.0,1515,1515,608,656,1.73e-07,1.17e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,Locutusque/TinyMistral-248M-v2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00517,193.0,1504,1504,608,645,2.79e-07,1.88e-08,1.28,200.0,1.27,201.0,1515,1515,608,656,1.73e-07,1.17e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,Locutusque/TinyMistral-248m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0201,49.8,11298,11298,10384,10439,2.23e-06,1.51e-07,3.63,70.5,3.61,70.6,11508,11508,10607,10649,1.04e-06,6.98e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,Writer/palmyra-base,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00255,392.0,953,953,75,94,8.06e-08,5.43e-09,0.667,384.0,0.664,384.0,955,955,77,96,7.21e-08,4.86e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,roneneldan/TinyStories-1M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0287,34.8,15712,15712,14800,14854,3.54e-06,2.38e-07,4.94,51.8,4.91,51.9,15985,15985,15101,15126,1.43e-06,9.65e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cyberagent/calm2-7b-chat,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00898,111.0,2834,2834,1933,1975,6.05e-07,4.08e-08,2.18,117.0,2.17,118.0,2972,2972,1976,2113,3.63e-07,2.45e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cyberagent/open-calm-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0452,22.1,22702,22702,21624,21843,5.4e-06,3.64e-07,7.69,33.3,7.64,33.4,22906,22906,21781,22047,2.2e-06,1.48e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,upstage/SOLAR-10.7B-v1.0,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0453,22.1,23008,23008,21912,22150,5.52e-06,3.72e-07,7.71,33.2,7.66,33.3,23212,23212,22045,22353,2.28e-06,1.53e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,seungduk/KoSOLAR-10.7B-v0.1,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00241,415.0,999,999,124,140,7.06e-08,4.76e-09,0.615,416.0,0.613,416.0,1001,1001,126,142,6.65e-08,4.48e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,ethzanalytics/pythia-31m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.004,250.0,3087,3087,2212,2229,4.82e-07,3.25e-08,0.723,354.0,0.719,355.0,3108,3108,2229,2250,1.95e-07,1.32e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,budecosystem/boomer-1b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0118,84.7,1800,1800,893,941,4.04e-07,2.72e-08,1.53,167.0,1.52,168.0,1804,1804,895,945,1.82e-07,1.23e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,chargoddard/SmolLlamix-8x101M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0119,84.0,1800,1800,893,941,4.12e-07,2.78e-08,1.49,172.0,1.48,172.0,1804,1804,894,945,1.72e-07,1.16e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,chargoddard/SmolLlamix-8x101M-take2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0306,32.7,16780,16780,15870,15921,3.41e-06,2.3e-07,5.24,48.9,5.21,48.9,16948,16948,16060,16089,1.54e-06,1.04e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,NYTK/PULI-GPTrio,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00327,306.0,1238,1238,346,379,1.64e-07,1.11e-08,0.844,303.0,0.841,303.0,1242,1242,347,383,1.22e-07,8.22e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,instructkr/ko-wand-136M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00823,122.0,3251,3251,2279,2392,7.05e-07,4.75e-08,2.18,117.0,2.17,118.0,3262,3262,2279,2403,3.92e-07,2.64e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,PY007/TinyLlama-1.1B-step-50K-105b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00818,122.0,3251,3251,2279,2392,7.09e-07,4.78e-08,2.18,117.0,2.17,118.0,3262,3262,2279,2403,3.99e-07,2.69e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,PY007/TinyLlama-1.1B-intermediate-step-240k-503b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00796,126.0,3251,3251,2279,2392,7.05e-07,4.75e-08,2.1,122.0,2.09,122.0,3262,3262,2279,2403,3.96e-07,2.67e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,PY007/TinyLlama-1.1B-intermediate-step-480k-1T,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0102,98.0,3926,3926,2932,3068,9.02e-07,6.08e-08,2.04,125.0,2.03,126.0,3989,3989,3048,3131,4.29e-07,2.89e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,bit-dny/MindLLM,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0283,35.3,14595,14595,13705,13736,3.46e-06,2.33e-07,4.87,52.6,4.84,52.7,14951,14951,14056,14092,1.39e-06,9.38e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,openlm-research/open_llama_7b_v2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0185,54.1,8068,8068,7073,7210,1.98e-06,1.34e-07,2.85,89.8,2.83,90.1,8299,8299,7280,7440,7.71e-07,5.2e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,openlm-research/open_llama_3b_v2,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0282,35.5,14595,14595,13705,13736,3.45e-06,2.33e-07,4.85,52.8,4.82,52.9,14951,14951,14056,14092,1.37e-06,9.22e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,openlm-research/open_llama_7b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0185,54.1,8068,8068,7073,7210,1.99e-06,1.34e-07,2.84,90.1,2.82,90.4,8299,8299,7280,7440,7.74e-07,5.22e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,openlm-research/open_llama_3b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0268,37.3,14626,14626,13690,13767,3.14e-06,2.12e-07,4.79,53.4,4.76,53.6,14899,14899,13997,14040,1.37e-06,9.22e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cerebras/Cerebras-GPT-6.7B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00294,340.0,1200,1200,323,341,1.4e-07,9.4e-09,0.727,352.0,0.724,352.0,1240,1240,332,381,9.04e-08,6.09e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cerebras/Cerebras-GPT-111M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00891,112.0,3738,3738,2843,2879,7.82e-07,5.27e-08,1.69,151.0,1.68,152.0,3842,3842,2943,2984,3.67e-07,2.47e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cerebras/Cerebras-GPT-1.3B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00395,253.0,1529,1529,638,671,2.34e-07,1.57e-08,0.963,266.0,0.959,266.0,1607,1607,665,748,1.39e-07,9.37e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cerebras/Cerebras-GPT-256M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0158,63.3,6623,6623,5617,5765,1.47e-06,9.92e-08,2.65,96.6,2.63,97.0,6728,6728,5799,5869,6.44e-07,4.34e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,cerebras/Cerebras-GPT-2.7B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00383,261.0,1362,1362,469,503,1.98e-07,1.34e-08,0.927,276.0,0.923,276.0,1412,1412,480,553,1.21e-07,8.15e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,TurkuNLP/gpt3-finnish-small,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00741,135.0,2844,2844,1896,1986,6.16e-07,4.15e-08,1.8,142.0,1.79,142.0,2943,2943,1939,2084,3.27e-07,2.2e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,TurkuNLP/gpt3-finnish-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0044,227.0,1328,1328,444,469,2.08e-07,1.4e-08,1.05,244.0,1.05,243.0,1328,1328,446,469,1.29e-07,8.68e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,bigcode/tiny_starcoder_py,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0282,35.5,14595,14595,13705,13736,3.41e-06,2.3e-07,4.87,52.6,4.84,52.7,14951,14951,14056,14092,1.38e-06,9.33e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,itsliupeng/openllama-7b-base,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0282,35.5,14595,14595,13705,13736,3.57e-06,2.41e-07,4.86,52.7,4.83,52.8,14951,14951,14056,14092,1.42e-06,9.6e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,itsliupeng/openllama-7b-icl,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0343,29.2,14907,14907,13944,14048,3.94e-06,2.65e-07,5.93,43.2,5.9,43.2,14920,14920,13945,14061,1.57e-06,1.06e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,tiiuae/falcon-7b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00885,113.0,3675,3675,2759,2816,8.86e-07,5.97e-08,1.68,152.0,1.67,153.0,3717,3717,2834,2858,3.83e-07,2.58e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,tiiuae/falcon-rw-1b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00798,125.0,3251,3251,2279,2392,7.08e-07,4.77e-08,2.11,121.0,2.1,121.0,3262,3262,2279,2403,4.09e-07,2.76e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00741,135.0,1693,1693,814,834,3.89e-07,2.62e-08,1.87,137.0,1.86,137.0,1794,1794,844,935,2.41e-07,1.62e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,robowaifudev/megatron-gpt2-345m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00237,422.0,999,999,124,140,7.01e-08,4.73e-09,0.603,425.0,0.601,424.0,1001,1001,126,142,6.32e-08,4.26e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,pszemraj/pythia-31m-KI_v1-2048-scratch,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0023,435.0,999,999,124,140,7.03e-08,4.74e-09,0.605,423.0,0.603,423.0,1001,1001,126,142,6.44e-08,4.34e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,pszemraj/pythia-31m-goodwiki-deduped-2048-scratch,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00233,429.0,999,999,124,140,6.85e-08,4.62e-09,0.58,441.0,0.578,441.0,1001,1001,126,142,6.21e-08,4.19e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,pszemraj/pythia-31m-simplewiki-scratch-bf16,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00229,437.0,999,999,124,140,6.88e-08,4.64e-09,0.587,436.0,0.585,436.0,1001,1001,126,142,6.59e-08,4.44e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,pszemraj/pythia-31m-simplewiki-2048,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00231,433.0,999,999,124,140,6.84e-08,4.61e-09,0.582,440.0,0.58,440.0,1001,1001,126,142,6.24e-08,4.21e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,pszemraj/pythia-31m-simplepile-lite-2048-scratch-2e,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0328,30.5,17696,17696,16659,16838,3.83e-06,2.58e-07,5.41,47.3,5.38,47.4,17830,17830,16692,16972,1.57e-06,1.06e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,augmxnt/shisa-base-7b-v1,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00973,103.0,3987,3987,3073,3128,8.45e-07,5.69e-08,1.93,133.0,1.92,133.0,4050,4050,3147,3191,4.05e-07,2.73e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,ai-forever/mGPT,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.0163,61.3,7227,7227,6278,6369,1.74e-06,1.17e-07,2.39,107.0,2.37,108.0,7292,7292,6365,6434,6.93e-07,4.67e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float16,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float16,cuda,bigscience/bloom-3b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.0386,25.9,5784,5784,4876,4930,3.27e-06,2.2e-07,3.13,81.8,3.09,82.5,6120,6120,5242,5265,6.71e-07,4.52e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,TheBloke/Llama-2-7B-GPTQ,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.00387,258.0,1586,1586,673,734,3.71e-07,2.5e-08,0.894,286.0,0.89,287.0,1655,1655,721,803,1.49e-07,1e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,AI-Sweden-Models/gpt-sw3-126m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.00474,211.0,1722,1722,809,870,3.76e-07,2.53e-08,1.11,231.0,1.11,230.0,1756,1756,828,903,1.66e-07,1.12e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,EleutherAI/pythia-160m-deduped,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.0419,23.9,12623,12623,11713,11771,4.92e-06,3.32e-07,4.21,60.8,4.17,61.2,12896,12896,11995,12043,1.11e-06,7.5e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,EleutherAI/pythia-2.8b-deduped,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00468,214.0,1722,1722,809,870,3.91e-07,2.63e-08,1.13,227.0,1.13,226.0,1756,1756,828,903,1.7e-07,1.14e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,EleutherAI/pythia-160m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00953,105.0,2775,2775,1890,1923,9.85e-07,6.64e-08,2.08,123.0,2.07,123.0,2859,2859,1948,2006,3.59e-07,2.42e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,EleutherAI/pythia-410m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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0.00598,167.0,2150,2150,1201,1298,6.2e-07,4.18e-08,1.03,249.0,1.02,250.0,2173,2173,1257,1321,1.82e-07,1.22e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,cerebras/Cerebras-GPT-256M,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0382,26.2,12095,12095,11122,11242,4.61e-06,3.11e-07,4.16,61.5,4.12,61.9,12378,12378,11488,11525,1.28e-06,8.61e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,cerebras/Cerebras-GPT-2.7B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.25.0,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,True,1.0,
0.00413,242.0,1523,1523,601,671,3.58e-07,2.41e-08,0.998,257.0,0.994,257.0,1569,1569,621,717,1.51e-07,1.02e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,SaylorTwift/gpt2_test,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00447,224.0,1838,1838,915,985,4.76e-07,3.21e-08,0.924,277.0,0.92,277.0,1888,1888,934,1035,1.57e-07,1.06e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,TurkuNLP/gpt3-finnish-small,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0161,62.1,4753,4753,3808,3900,1.83e-06,1.23e-07,1.75,146.0,1.73,147.0,4795,4795,3893,3942,4.13e-07,2.79e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,TurkuNLP/gpt3-finnish-large,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00443,226.0,1722,1722,801,870,4.33e-07,2.92e-08,1.01,253.0,1.01,252.0,1722,1722,804,870,1.63e-07,1.1e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,bigcode/tiny_starcoder_py,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0176,56.8,5533,5533,4623,4680,2.16e-06,1.45e-07,1.56,164.0,1.54,166.0,5560,5560,4628,4708,4.41e-07,2.97e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,bigcode/gpt_bigcode-santacoder,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0204,49.0,6384,6384,5461,5532,2.51e-06,1.69e-07,1.95,131.0,1.93,132.0,6552,6552,5659,5700,5.49e-07,3.7e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,tiiuae/falcon-rw-1b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0182,54.9,5365,5365,4478,4513,2.26e-06,1.52e-07,2.02,127.0,2.0,128.0,5401,5401,4492,4548,5.08e-07,3.42e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00882,113.0,2486,2486,1581,1633,9.61e-07,6.48e-08,1.8,142.0,1.79,142.0,2549,2549,1656,1696,3.15e-07,2.12e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,robowaifudev/megatron-gpt2-345m,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00226,442.0,1083,1083,217,230,1.05e-07,7.09e-09,0.586,437.0,0.584,437.0,1089,1089,221,236,6.63e-08,4.47e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,pszemraj/pythia-31m-KI_v1-2048-scratch,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00229,437.0,1083,1083,217,230,1.07e-07,7.23e-09,0.57,449.0,0.568,449.0,1089,1089,221,236,6.45e-08,4.35e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,pszemraj/pythia-31m-goodwiki-deduped-2048-scratch,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00229,437.0,1083,1083,217,230,1.08e-07,7.31e-09,0.562,456.0,0.56,455.0,1089,1089,221,236,6.33e-08,4.27e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,pszemraj/pythia-31m-simplewiki-scratch-bf16,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00232,431.0,1083,1083,217,230,1.11e-07,7.47e-09,0.569,450.0,0.567,450.0,1089,1089,221,236,6.65e-08,4.48e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,pszemraj/pythia-31m-simplewiki-2048,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.00234,427.0,1083,1083,217,230,1.09e-07,7.34e-09,0.569,450.0,0.567,450.0,1089,1089,221,236,6.57e-08,4.43e-09,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,pszemraj/pythia-31m-simplepile-lite-2048-scratch-2e,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0553,18.1,17034,17034,16016,16181,6.76e-06,4.56e-07,5.47,46.8,5.41,47.1,17453,17453,16325,16601,1.42e-06,9.56e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,rinna/bilingual-gpt-neox-4b-8k,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0552,18.1,17034,17034,16016,16181,6.61e-06,4.45e-07,5.44,47.1,5.38,47.4,17453,17453,16325,16601,1.45e-06,9.76e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,rinna/bilingual-gpt-neox-4b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0866,11.5,25422,25422,24490,24570,1.04e-05,7.01e-07,7.64,33.5,7.55,33.8,25525,25525,24537,24672,2.19e-06,1.47e-07,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,01-ai/Yi-6B,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0208,48.1,6963,6963,6036,6111,2.53e-06,1.7e-07,2.59,98.8,2.57,99.2,7070,7070,6184,6218,7.43e-07,5.01e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,ai-forever/mGPT,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
0.0441,22.7,13573,13573,12578,12721,5.34e-06,3.6e-07,3.92,65.3,3.88,65.7,13712,13712,12734,12859,1.13e-06,7.63e-08,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,spawn,pytorch,2.1.2+cu118,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,42,,,False,True,,float32,True,True,False,,False,False,False,,,,,False,False,,inference,optimum_benchmark.benchmarks.inference.benchmark.InferenceBenchmark,10,10,True,True,1,256,1,80,3000,16000,256,False,True,1,256,256,False,True,0,1.0,1,pytorch+cuda+float32,cuda,bigscience/bloom-3b,text-generation,main,,False,False,True,1.16.1,,4.36.2,,0.26.1,,,,3.10.12,Linux, AMD Ryzen 9 7950X 16-Core Processor,32,134796,['NVIDIA GeForce RTX 4090'],,,,,,,,
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