
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
9608f0a
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": {}, | |
"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": 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": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 718.749696, | |
"max_global_vram": 1185.415168, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.16553125, | |
"mean": 7.16553125, | |
"stdev": 0.0, | |
"p50": 7.16553125, | |
"p90": 7.16553125, | |
"p95": 7.16553125, | |
"p99": 7.16553125, | |
"values": [ | |
7.16553125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.309922655423483e-07, | |
"ram": 4.780410007890623e-07, | |
"gpu": 1.753334736009915e-06, | |
"total": 3.1623680023413257e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 918.03648, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.038592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 140, | |
"total": 0.9999465622901917, | |
"mean": 0.00714247544492994, | |
"stdev": 0.00036208308096161943, | |
"p50": 0.007004159927368164, | |
"p90": 0.00733551983833313, | |
"p95": 0.007419801783561705, | |
"p99": 0.008484239134788499, | |
"values": [ | |
0.010300415992736817, | |
0.008843263626098634, | |
0.0077077441215515135, | |
0.00749567985534668, | |
0.00760422420501709, | |
0.007922688007354736, | |
0.007094272136688232, | |
0.007028736114501953, | |
0.0070174078941345214, | |
0.007001088142395019, | |
0.0069242558479309085, | |
0.0069929280281066895, | |
0.006987775802612305, | |
0.006993919849395752, | |
0.006974463939666748, | |
0.007004159927368164, | |
0.006982656002044678, | |
0.006914048194885254, | |
0.006969344139099121, | |
0.006978559970855713, | |
0.006969344139099121, | |
0.006938623905181885, | |
0.006976511955261231, | |
0.006977536201477051, | |
0.007030784130096435, | |
0.006994944095611572, | |
0.00698367977142334, | |
0.007030784130096435, | |
0.007109632015228271, | |
0.006972415924072266, | |
0.0069621758460998535, | |
0.00698367977142334, | |
0.0070256638526916505, | |
0.007007232189178467, | |
0.0068915200233459475, | |
0.007153664112091064, | |
0.0069928960800170895, | |
0.006993919849395752, | |
0.0069550080299377445, | |
0.006929408073425293, | |
0.006892735958099365, | |
0.00692633581161499, | |
0.00693555212020874, | |
0.006952928066253662, | |
0.00690176010131836, | |
0.00704307222366333, | |
0.006941696166992187, | |
0.006967296123504638, | |
0.006944767951965332, | |
0.006889408111572266, | |
0.006881279945373535, | |
0.006917119979858399, | |
0.006880256175994873, | |
0.006795360088348389, | |
0.006854656219482422, | |
0.006931456089019775, | |
0.006923232078552246, | |
0.006971392154693603, | |
0.00693452787399292, | |
0.007023615837097168, | |
0.006930431842803955, | |
0.006980607986450196, | |
0.006999040126800537, | |
0.0069550080299377445, | |
0.006999040126800537, | |
0.0069847040176391605, | |
0.0069918718338012695, | |
0.007006207942962647, | |
0.006997056007385254, | |
0.00693558406829834, | |
0.006976511955261231, | |
0.0069928960800170895, | |
0.006988800048828125, | |
0.00695798397064209, | |
0.006972415924072266, | |
0.006889472007751465, | |
0.006903808116912841, | |
0.006994944095611572, | |
0.007030784130096435, | |
0.007004159927368164, | |
0.006974463939666748, | |
0.006968319892883301, | |
0.006918111801147461, | |
0.006994143962860107, | |
0.006912000179290771, | |
0.007105535984039306, | |
0.006939648151397705, | |
0.006953983783721924, | |
0.007001088142395019, | |
0.006960127830505371, | |
0.0069816322326660156, | |
0.007415808200836181, | |
0.007349215984344483, | |
0.007327744007110596, | |
0.007287807941436767, | |
0.007323647975921631, | |
0.007334911823272705, | |
0.007331840038299561, | |
0.007255040168762207, | |
0.007323647975921631, | |
0.007293951988220215, | |
0.007287807941436767, | |
0.007223296165466309, | |
0.007260159969329834, | |
0.0073471999168395995, | |
0.007349247932434082, | |
0.007294976234436036, | |
0.007224287986755371, | |
0.007216127872467041, | |
0.007235583782196045, | |
0.007278592109680176, | |
0.00724889612197876, | |
0.007229440212249756, | |
0.007262207984924316, | |
0.007287807941436767, | |
0.007304192066192627, | |
0.007225344181060791, | |
0.007300096035003662, | |
0.00724783992767334, | |
0.007287807941436767, | |
0.007692287921905518, | |
0.007291808128356934, | |
0.007290880203247071, | |
0.007346176147460938, | |
0.00728166389465332, | |
0.007286784172058106, | |
0.007282688140869141, | |
0.007286784172058106, | |
0.007341055870056152, | |
0.007284736156463623, | |
0.007340991973876953, | |
0.007334911823272705, | |
0.007194623947143554, | |
0.007280640125274658, | |
0.007277664184570313, | |
0.007293951988220215, | |
0.007326784133911132, | |
0.007311359882354736, | |
0.0072724480628967286, | |
0.007247903823852539 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 140.00748167917698 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.491072626340958e-08, | |
"ram": 4.642950179064087e-08, | |
"gpu": 1.6038703307140666e-07, | |
"total": 2.917272611254571e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3427859.282475321 | |
} | |
} | |
} | |
} |