IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d349a75
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 788.037632, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.345072265625, | |
| "mean": 7.345072265625, | |
| "stdev": 0.0, | |
| "p50": 7.345072265625, | |
| "p90": 7.345072265625, | |
| "p95": 7.345072265625, | |
| "p99": 7.345072265625, | |
| "values": [ | |
| 7.345072265625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.003633736109783e-07, | |
| "ram": 4.781507278416848e-07, | |
| "gpu": 1.7694458599999512e-06, | |
| "total": 3.1479599614526143e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1083.129856, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 134, | |
| "total": 0.997656638622284, | |
| "mean": 0.007445198795688685, | |
| "stdev": 0.00036572615390837034, | |
| "p50": 0.007420928001403809, | |
| "p90": 0.007548620653152466, | |
| "p95": 0.007742054533958435, | |
| "p99": 0.009056133384704575, | |
| "values": [ | |
| 0.01064345645904541, | |
| 0.009449472427368164, | |
| 0.007987199783325195, | |
| 0.007889920234680176, | |
| 0.007863296031951903, | |
| 0.008257535934448243, | |
| 0.007327744007110596, | |
| 0.007321599960327148, | |
| 0.007329823970794677, | |
| 0.007275519847869873, | |
| 0.0072427520751953125, | |
| 0.007266304016113281, | |
| 0.0073134078979492185, | |
| 0.007301119804382325, | |
| 0.007228415966033935, | |
| 0.007223392009735107, | |
| 0.007243775844573975, | |
| 0.007205887794494629, | |
| 0.0072130560874938965, | |
| 0.007237631797790528, | |
| 0.007278592109680176, | |
| 0.007250944137573242, | |
| 0.007320576190948487, | |
| 0.007316480159759522, | |
| 0.007224287986755371, | |
| 0.007280799865722656, | |
| 0.00722431993484497, | |
| 0.0072468481063842774, | |
| 0.007256063938140869, | |
| 0.007287807941436767, | |
| 0.007294976234436036, | |
| 0.007270336151123047, | |
| 0.007243775844573975, | |
| 0.007235583782196045, | |
| 0.0072540159225463864, | |
| 0.007218175888061523, | |
| 0.007206912040710449, | |
| 0.007225344181060791, | |
| 0.007268256187438965, | |
| 0.007294976234436036, | |
| 0.007299071788787842, | |
| 0.007270400047302246, | |
| 0.007209983825683594, | |
| 0.007215104103088379, | |
| 0.00721619176864624, | |
| 0.007233535766601563, | |
| 0.007231488227844239, | |
| 0.007475200176239013, | |
| 0.007363584041595459, | |
| 0.007268352031707764, | |
| 0.007294079780578613, | |
| 0.007228415966033935, | |
| 0.007308288097381592, | |
| 0.007324672222137451, | |
| 0.007309343814849854, | |
| 0.007336959838867187, | |
| 0.007236608028411865, | |
| 0.007222271919250488, | |
| 0.0072642240524291996, | |
| 0.007416831970214844, | |
| 0.007510015964508057, | |
| 0.007547904014587403, | |
| 0.007562240123748779, | |
| 0.007497727870941162, | |
| 0.0074670081138610836, | |
| 0.007519231796264648, | |
| 0.007495552062988281, | |
| 0.007548927783966064, | |
| 0.007527423858642578, | |
| 0.007458816051483155, | |
| 0.007452672004699707, | |
| 0.007472127914428711, | |
| 0.007435264110565186, | |
| 0.007455743789672851, | |
| 0.007507967948913574, | |
| 0.007458752155303955, | |
| 0.007504896163940429, | |
| 0.00748857593536377, | |
| 0.0075038719177246095, | |
| 0.007507967948913574, | |
| 0.007481344223022461, | |
| 0.007457791805267334, | |
| 0.0075038719177246095, | |
| 0.007515135765075683, | |
| 0.007534560203552246, | |
| 0.007527423858642578, | |
| 0.007516096115112305, | |
| 0.007519231796264648, | |
| 0.007477375984191894, | |
| 0.007442431926727295, | |
| 0.007480319976806641, | |
| 0.007490528106689453, | |
| 0.0075335679054260255, | |
| 0.007729152202606201, | |
| 0.0074659519195556644, | |
| 0.007349247932434082, | |
| 0.007336959838867187, | |
| 0.007277567863464355, | |
| 0.0073359360694885255, | |
| 0.007410816192626953, | |
| 0.007368703842163086, | |
| 0.007398399829864502, | |
| 0.007485439777374267, | |
| 0.007465983867645264, | |
| 0.0074106879234313965, | |
| 0.007425024032592774, | |
| 0.007601151943206787, | |
| 0.007401472091674805, | |
| 0.007434239864349365, | |
| 0.0074301438331604, | |
| 0.007385087966918945, | |
| 0.007211008071899414, | |
| 0.007370751857757568, | |
| 0.007449632167816162, | |
| 0.007479296207427978, | |
| 0.007472224235534668, | |
| 0.007441215991973877, | |
| 0.007766016006469726, | |
| 0.007582719802856445, | |
| 0.007451648235321045, | |
| 0.007662591934204102, | |
| 0.007443456172943115, | |
| 0.007599103927612305, | |
| 0.007403456211090088, | |
| 0.007441311836242676, | |
| 0.00747324800491333, | |
| 0.007469056129455566, | |
| 0.007428095817565918, | |
| 0.007426047801971435, | |
| 0.007444479942321777, | |
| 0.007413760185241699, | |
| 0.007478208065032959, | |
| 0.007457791805267334, | |
| 0.007432191848754883 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 134.31474799290424 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.767609443930046e-08, | |
| "ram": 4.793444318431712e-08, | |
| "gpu": 1.6417297084444674e-07, | |
| "total": 2.997835084680643e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3335740.5319263227 | |
| } | |
| } | |
| } | |
| } |