IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
cf5f3d7
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "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": "4.42.4", | |
| "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, | |
| "llama_cpp_version": null, | |
| "llama_cpp_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 713.99424, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.1525048828125, | |
| "mean": 7.1525048828125, | |
| "stdev": 0.0, | |
| "p50": 7.1525048828125, | |
| "p90": 7.1525048828125, | |
| "p95": 7.1525048828125, | |
| "p99": 7.1525048828125, | |
| "values": [ | |
| 7.1525048828125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.202768405278525e-07, | |
| "ram": 4.888984165410193e-07, | |
| "gpu": 0.0, | |
| "total": 1.4091752570688717e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 881.0496, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 188, | |
| "total": 1.0035838079452513, | |
| "mean": 0.005338211744389636, | |
| "stdev": 0.00018945301191387057, | |
| "p50": 0.005303296089172363, | |
| "p90": 0.00557281289100647, | |
| "p95": 0.005634969592094421, | |
| "p99": 0.005843015599250791, | |
| "values": [ | |
| 0.0057118721008300784, | |
| 0.005667840003967285, | |
| 0.005478400230407715, | |
| 0.005454847812652588, | |
| 0.005445631980895996, | |
| 0.00541593599319458, | |
| 0.00536575984954834, | |
| 0.005401599884033203, | |
| 0.005424223899841309, | |
| 0.005315584182739258, | |
| 0.005295104026794434, | |
| 0.0053350400924682614, | |
| 0.005257215976715088, | |
| 0.005318655967712403, | |
| 0.005356544017791748, | |
| 0.0055101442337036136, | |
| 0.005299200057983398, | |
| 0.005208064079284668, | |
| 0.005111807823181152, | |
| 0.00516812801361084, | |
| 0.005407743930816651, | |
| 0.005529600143432617, | |
| 0.005571584224700928, | |
| 0.005784575939178467, | |
| 0.005537792205810547, | |
| 0.005563392162322998, | |
| 0.005351424217224121, | |
| 0.005279744148254394, | |
| 0.005426176071166992, | |
| 0.005449728012084961, | |
| 0.005517312049865723, | |
| 0.005590015888214111, | |
| 0.005542912006378174, | |
| 0.005547008037567139, | |
| 0.005361663818359375, | |
| 0.005343232154846191, | |
| 0.005378047943115235, | |
| 0.00530841588973999, | |
| 0.005243904113769531, | |
| 0.00526643180847168, | |
| 0.005307392120361328, | |
| 0.005446656227111817, | |
| 0.005577727794647217, | |
| 0.005305344104766845, | |
| 0.005326848030090332, | |
| 0.0056442880630493165, | |
| 0.005495808124542236, | |
| 0.005451776027679443, | |
| 0.005617663860321045, | |
| 0.005416959762573242, | |
| 0.0054282240867614745, | |
| 0.005278719902038574, | |
| 0.0052367358207702636, | |
| 0.005292031764984131, | |
| 0.005379072189331055, | |
| 0.005393407821655274, | |
| 0.005352447986602784, | |
| 0.0053678078651428224, | |
| 0.0053002238273620605, | |
| 0.005276671886444092, | |
| 0.00537395191192627, | |
| 0.005220352172851562, | |
| 0.0053647360801696775, | |
| 0.005371903896331787, | |
| 0.0052899842262268066, | |
| 0.005465087890625, | |
| 0.005314559936523438, | |
| 0.005332992076873779, | |
| 0.0053678078651428224, | |
| 0.005319680213928223, | |
| 0.00516812801361084, | |
| 0.005150720119476319, | |
| 0.0052705278396606445, | |
| 0.005697535991668701, | |
| 0.0062341117858886715, | |
| 0.0065146880149841305, | |
| 0.005676032066345215, | |
| 0.005473279953002929, | |
| 0.005463039875030518, | |
| 0.005557248115539551, | |
| 0.005472256183624268, | |
| 0.005458943843841553, | |
| 0.005429247856140137, | |
| 0.005615615844726562, | |
| 0.005677055835723877, | |
| 0.0055101442337036136, | |
| 0.005668863773345947, | |
| 0.005575679779052735, | |
| 0.0055316481590271, | |
| 0.005599232196807862, | |
| 0.005577727794647217, | |
| 0.005499904155731201, | |
| 0.005578752040863037, | |
| 0.005480447769165039, | |
| 0.0055797758102417, | |
| 0.005451776027679443, | |
| 0.005331967830657959, | |
| 0.0054906878471374515, | |
| 0.005426176071166992, | |
| 0.005403647899627686, | |
| 0.005377024173736572, | |
| 0.005250048160552978, | |
| 0.0054917120933532714, | |
| 0.005395455837249756, | |
| 0.005465087890625, | |
| 0.005356544017791748, | |
| 0.005242879867553711, | |
| 0.005154816150665284, | |
| 0.005182464122772217, | |
| 0.005288959980010987, | |
| 0.005276671886444092, | |
| 0.005189631938934326, | |
| 0.005284863948822022, | |
| 0.005227519989013672, | |
| 0.0051968002319335935, | |
| 0.005340159893035889, | |
| 0.005336063861846924, | |
| 0.0054906878471374515, | |
| 0.005343232154846191, | |
| 0.005195775985717774, | |
| 0.005175295829772949, | |
| 0.005432320117950439, | |
| 0.00521727991104126, | |
| 0.005268479824066162, | |
| 0.005238783836364746, | |
| 0.005212160110473632, | |
| 0.005201920032501221, | |
| 0.005311488151550293, | |
| 0.005253119945526123, | |
| 0.0052008957862854, | |
| 0.005197824001312256, | |
| 0.005249023914337158, | |
| 0.005125120162963868, | |
| 0.0051660799980163576, | |
| 0.005281792163848877, | |
| 0.005189631938934326, | |
| 0.005191679954528809, | |
| 0.005186560153961181, | |
| 0.005204991817474365, | |
| 0.00515174388885498, | |
| 0.005194752216339111, | |
| 0.005222400188446045, | |
| 0.005122047901153564, | |
| 0.0051404800415039064, | |
| 0.005145599842071533, | |
| 0.005126143932342529, | |
| 0.0052930560111999515, | |
| 0.005273695945739746, | |
| 0.0053012480735778805, | |
| 0.00511897611618042, | |
| 0.005183487892150879, | |
| 0.005212160110473632, | |
| 0.005154816150665284, | |
| 0.005182464122772217, | |
| 0.005208064079284668, | |
| 0.005172224044799805, | |
| 0.005154816150665284, | |
| 0.005134335994720459, | |
| 0.005184512138366699, | |
| 0.005135359764099121, | |
| 0.005187583923339844, | |
| 0.005180416107177735, | |
| 0.005122047901153564, | |
| 0.005116928100585938, | |
| 0.005154816150665284, | |
| 0.005220352172851562, | |
| 0.005327871799468994, | |
| 0.005378047943115235, | |
| 0.0052174081802368166, | |
| 0.005122047901153564, | |
| 0.005130239963531494, | |
| 0.00517632007598877, | |
| 0.005180416107177735, | |
| 0.005152768135070801, | |
| 0.005139455795288086, | |
| 0.005165056228637695, | |
| 0.0051404800415039064, | |
| 0.005161983966827393, | |
| 0.005184512138366699, | |
| 0.005128191947937012, | |
| 0.005187583923339844, | |
| 0.005201920032501221, | |
| 0.00515174388885498, | |
| 0.005122047901153564, | |
| 0.00511897611618042, | |
| 0.005158912181854248, | |
| 0.005280767917633057, | |
| 0.0051476478576660155 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 187.32865009541482 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.2029088840296e-08, | |
| "ram": 3.390882615178626e-08, | |
| "gpu": 1.287202891308905e-07, | |
| "total": 2.246582041229728e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4451206.239735731 | |
| } | |
| } | |
| } | |
| } |