IlyasMoutawwakil's picture
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
adfd1bb verified
raw
history blame
10.9 kB
{
"config": {
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.3.1+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "multiple-choice",
"library": "transformers",
"model_type": "roberta",
"model": "FacebookAI/roberta-base",
"processor": "FacebookAI/roberta-base",
"device": "cuda",
"device_ids": "6",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": true,
"device_map": null,
"torch_dtype": null,
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 1,
"duration": 1,
"warmup_runs": 1,
"input_shapes": {
"batch_size": 1,
"num_choices": 2,
"sequence_length": 2
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 2,
"min_new_tokens": 2
},
"call_kwargs": {
"num_inference_steps": 2
}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": true,
"device_isolation_action": "warn",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082015.256576,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 8,
"gpu_vram_mb": 549621596160,
"optimum_benchmark_version": "0.4.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": "0.30.3",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": "0.12.0",
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1079.361536,
"max_global_vram": 68702.69952,
"max_process_vram": 49080.684544,
"max_reserved": 555.74528,
"max_allocated": 499.37152
},
"latency": {
"unit": "s",
"count": 1,
"total": 8.727697265625,
"mean": 8.727697265625,
"stdev": 0.0,
"p50": 8.727697265625,
"p90": 8.727697265625,
"p95": 8.727697265625,
"p99": 8.727697265625,
"values": [
8.727697265625
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1197.125632,
"max_global_vram": 68702.69952,
"max_process_vram": 242184.052736,
"max_reserved": 555.74528,
"max_allocated": 499.5072
},
"latency": {
"unit": "s",
"count": 120,
"total": 0.9946232867240904,
"mean": 0.008288527389367422,
"stdev": 0.0006782484876074683,
"p50": 0.008229610443115234,
"p90": 0.008282041931152343,
"p95": 0.008303384923934936,
"p99": 0.008518754444122315,
"values": [
0.008552650451660156,
0.008356011390686036,
0.008345930099487305,
0.008267210006713868,
0.008199529647827148,
0.015589618682861328,
0.007141929149627685,
0.008238889694213868,
0.008199210166931153,
0.008183850288391113,
0.008220009803771973,
0.00823425006866455,
0.00822817039489746,
0.008200810432434083,
0.008181610107421876,
0.008239370346069336,
0.008276009559631347,
0.008181610107421876,
0.008179849624633789,
0.008153610229492188,
0.0082468900680542,
0.008164810180664063,
0.00819456958770752,
0.008205769538879394,
0.00819777011871338,
0.008176969528198243,
0.008230090141296387,
0.008182249069213866,
0.008208490371704102,
0.008217289924621582,
0.00820320987701416,
0.008207050323486328,
0.008214409828186036,
0.008225449562072754,
0.008216970443725586,
0.008220009803771973,
0.008231209754943849,
0.008248009681701661,
0.008281929969787598,
0.008263210296630859,
0.008253291130065918,
0.008272649765014649,
0.008237290382385253,
0.008252650260925294,
0.00819985008239746,
0.008221449851989747,
0.008235050201416015,
0.008226249694824219,
0.008214570045471192,
0.008195369720458985,
0.008173769950866699,
0.008252490043640136,
0.00822560977935791,
0.008193449974060059,
0.008199529647827148,
0.008193449974060059,
0.008210729598999024,
0.00825889015197754,
0.008228810310363769,
0.008224809646606445,
0.008196009635925292,
0.00822049045562744,
0.008374250411987305,
0.008237449645996094,
0.008223369598388671,
0.008188650131225586,
0.008213290214538574,
0.008214249610900878,
0.008284810066223145,
0.008215530395507813,
0.008263850212097168,
0.00822992992401123,
0.008262729644775391,
0.00826432991027832,
0.008245129585266114,
0.008252169609069824,
0.008228650093078613,
0.008223210334777832,
0.008233929634094238,
0.008214090347290039,
0.00823328971862793,
0.008233929634094238,
0.008254409790039063,
0.008238889694213868,
0.008258410453796387,
0.00826593017578125,
0.008229610443115234,
0.00826593017578125,
0.00825728988647461,
0.008283049583435058,
0.008280329704284668,
0.008231690406799316,
0.008232009887695313,
0.008215849876403808,
0.008230090141296387,
0.008199049949645995,
0.008240650177001953,
0.008217450141906738,
0.008203530311584472,
0.008249130249023438,
0.008219369888305664,
0.008250410079956055,
0.008279529571533203,
0.008229610443115234,
0.008196009635925292,
0.008248970031738282,
0.008215849876403808,
0.008268170356750489,
0.00821953010559082,
0.008216010093688966,
0.00825121021270752,
0.008288169860839844,
0.008243049621582031,
0.008219369888305664,
0.0082633695602417,
0.008296330451965333,
0.008221770286560058,
0.008312809944152831,
0.00829776954650879,
0.008302888870239257
]
},
"throughput": {
"unit": "samples/s",
"value": 120.6486934316953
},
"energy": null,
"efficiency": null
}
}
}