
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
87e1347
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_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": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"hub_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, | |
"latency": true, | |
"memory": true, | |
"energy": true, | |
"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": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 912.77312, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.039104 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 138, | |
"total": 1.0003869447708134, | |
"mean": 0.00724918075920879, | |
"stdev": 0.00041175946955767837, | |
"p50": 0.007230976104736328, | |
"p90": 0.007525580883026122, | |
"p95": 0.007786598420143128, | |
"p99": 0.00896684063911438, | |
"values": [ | |
0.007772160053253174, | |
0.007386112213134765, | |
0.007497695922851563, | |
0.007501823902130127, | |
0.0074700798988342285, | |
0.007426080226898194, | |
0.007371776103973389, | |
0.007520256042480469, | |
0.0074741759300231934, | |
0.007307263851165771, | |
0.007463935852050781, | |
0.00724889612197876, | |
0.0072408318519592285, | |
0.007323647975921631, | |
0.007180287837982178, | |
0.007214079856872559, | |
0.007216127872467041, | |
0.007265183925628662, | |
0.007350207805633545, | |
0.007311359882354736, | |
0.007289792060852051, | |
0.007293951988220215, | |
0.007201791763305664, | |
0.007291903972625732, | |
0.007490560054779053, | |
0.007415808200836181, | |
0.0073450241088867186, | |
0.007300032138824463, | |
0.00725708818435669, | |
0.007207935810089112, | |
0.007280640125274658, | |
0.0072765440940856935, | |
0.007267327785491944, | |
0.007269375801086426, | |
0.007178368091583252, | |
0.007207935810089112, | |
0.007308288097381592, | |
0.007230463981628418, | |
0.007267327785491944, | |
0.0075560641288757325, | |
0.007411680221557617, | |
0.0073400321006774905, | |
0.007560192108154297, | |
0.007292928218841553, | |
0.007479328155517578, | |
0.007451583862304687, | |
0.007269375801086426, | |
0.007452672004699707, | |
0.0074741759300231934, | |
0.007358463764190673, | |
0.007229440212249756, | |
0.007332863807678222, | |
0.007242688179016113, | |
0.007164927959442138, | |
0.007106560230255127, | |
0.007283679962158203, | |
0.0075632638931274416, | |
0.007524352073669433, | |
0.007160831928253173, | |
0.007244800090789795, | |
0.007214079856872559, | |
0.007300960063934326, | |
0.007231488227844239, | |
0.0072325119972229, | |
0.007377888202667236, | |
0.0073697280883789065, | |
0.007341055870056152, | |
0.007336959838867187, | |
0.007592800140380859, | |
0.007285759925842285, | |
0.007250944137573242, | |
0.007748672008514404, | |
0.007528448104858398, | |
0.007193600177764893, | |
0.007290880203247071, | |
0.007206912040710449, | |
0.007169023990631103, | |
0.007009280204772949, | |
0.00704201602935791, | |
0.007161856174468994, | |
0.007001088142395019, | |
0.006890495777130127, | |
0.0068280320167541505, | |
0.007038976192474365, | |
0.008274944305419921, | |
0.008814592361450196, | |
0.009056256294250489, | |
0.009116512298583984, | |
0.008759167671203614, | |
0.008673279762268067, | |
0.007868415832519531, | |
0.007210976123809815, | |
0.007159808158874512, | |
0.007146495819091797, | |
0.007163904190063477, | |
0.007017471790313721, | |
0.007386112213134765, | |
0.007061503887176514, | |
0.007051263809204102, | |
0.0070553598403930665, | |
0.007150591850280762, | |
0.007019519805908203, | |
0.0072130560874938965, | |
0.007001088142395019, | |
0.006979584217071533, | |
0.007039999961853028, | |
0.006844543933868409, | |
0.006807551860809326, | |
0.006779903888702392, | |
0.006791168212890625, | |
0.006846464157104492, | |
0.00678604793548584, | |
0.006781792163848877, | |
0.006780928134918213, | |
0.00679423999786377, | |
0.006762495994567871, | |
0.006789120197296142, | |
0.007095295906066895, | |
0.006800384044647217, | |
0.006809599876403808, | |
0.006815743923187256, | |
0.006817791938781738, | |
0.006856575965881347, | |
0.006915071964263916, | |
0.006827871799468994, | |
0.00682700777053833, | |
0.006802303791046143, | |
0.006778783798217773, | |
0.006788000106811524, | |
0.00719974422454834, | |
0.007018496036529541, | |
0.00690176010131836, | |
0.006966271877288818, | |
0.006940671920776367, | |
0.006807551860809326, | |
0.00680947208404541, | |
0.00677785587310791, | |
0.006781023979187012 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 137.94662227585906 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.483523295985328e-08, | |
"ram": 4.623434114193496e-08, | |
"gpu": 1.6188703427142987e-07, | |
"total": 2.9295660837321815e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3413474.7994011086 | |
} | |
} | |
} | |
} |