IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
660026b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "4.44.1", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 782.811136, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.39721240234375, | |
| "mean": 7.39721240234375, | |
| "stdev": 0.0, | |
| "p50": 7.39721240234375, | |
| "p90": 7.39721240234375, | |
| "p95": 7.39721240234375, | |
| "p99": 7.39721240234375, | |
| "values": [ | |
| 7.39721240234375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.329833868056724e-07, | |
| "ram": 4.953867972398368e-07, | |
| "gpu": 0.0, | |
| "total": 1.4283701840455092e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1038.393344, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 189, | |
| "total": 1.0031414403915404, | |
| "mean": 0.005307626668738311, | |
| "stdev": 0.0003760164411977159, | |
| "p50": 0.0051773438453674315, | |
| "p90": 0.0054796287536621096, | |
| "p95": 0.006045491313934326, | |
| "p99": 0.00667402242660523, | |
| "values": [ | |
| 0.006071296215057373, | |
| 0.006213632106781006, | |
| 0.006102015972137451, | |
| 0.006001664161682129, | |
| 0.0060067839622497555, | |
| 0.005964799880981446, | |
| 0.0059391999244689945, | |
| 0.0062576642036437985, | |
| 0.005479423999786377, | |
| 0.005224448204040527, | |
| 0.005182464122772217, | |
| 0.005222400188446045, | |
| 0.0051701760292053225, | |
| 0.0051773438453674315, | |
| 0.005183487892150879, | |
| 0.0051773438453674315, | |
| 0.005190656185150146, | |
| 0.005249023914337158, | |
| 0.005184512138366699, | |
| 0.005094399929046631, | |
| 0.005150720119476319, | |
| 0.0051773438453674315, | |
| 0.005155839920043945, | |
| 0.005154816150665284, | |
| 0.005158912181854248, | |
| 0.00516812801361084, | |
| 0.00516812801361084, | |
| 0.005178368091583252, | |
| 0.005182464122772217, | |
| 0.0051660799980163576, | |
| 0.005193727970123291, | |
| 0.005190656185150146, | |
| 0.005197887897491455, | |
| 0.005181439876556396, | |
| 0.005191679954528809, | |
| 0.005483520030975342, | |
| 0.005332992076873779, | |
| 0.005150784015655518, | |
| 0.005183487892150879, | |
| 0.0051404800415039064, | |
| 0.005152768135070801, | |
| 0.005135359764099121, | |
| 0.00517632007598877, | |
| 0.0051701760292053225, | |
| 0.005173247814178467, | |
| 0.005182464122772217, | |
| 0.00515993595123291, | |
| 0.00517632007598877, | |
| 0.005134335994720459, | |
| 0.005142528057098389, | |
| 0.005174272060394287, | |
| 0.005155839920043945, | |
| 0.00517632007598877, | |
| 0.005142528057098389, | |
| 0.005187583923339844, | |
| 0.0051333122253417966, | |
| 0.005190656185150146, | |
| 0.005169151782989502, | |
| 0.005195775985717774, | |
| 0.005156864166259765, | |
| 0.005173247814178467, | |
| 0.005153791904449463, | |
| 0.0051773438453674315, | |
| 0.005144576072692871, | |
| 0.005150720119476319, | |
| 0.005154816150665284, | |
| 0.00517632007598877, | |
| 0.005157887935638428, | |
| 0.005174272060394287, | |
| 0.005188608169555664, | |
| 0.0051363840103149415, | |
| 0.0051435518264770505, | |
| 0.005155839920043945, | |
| 0.005114880084991455, | |
| 0.005175295829772949, | |
| 0.005141503810882568, | |
| 0.005183487892150879, | |
| 0.005117951869964599, | |
| 0.005154816150665284, | |
| 0.0052111358642578124, | |
| 0.005480447769165039, | |
| 0.005436416149139404, | |
| 0.005477375984191894, | |
| 0.005388288021087646, | |
| 0.005385216236114502, | |
| 0.005495808124542236, | |
| 0.006150144100189209, | |
| 0.00571289587020874, | |
| 0.005337088108062744, | |
| 0.005318655967712403, | |
| 0.00530944013595581, | |
| 0.005276671886444092, | |
| 0.005765120029449463, | |
| 0.005321728229522705, | |
| 0.005275680065155029, | |
| 0.005134367942810058, | |
| 0.00515993595123291, | |
| 0.005117951869964599, | |
| 0.005144576072692871, | |
| 0.005145599842071533, | |
| 0.005127168178558349, | |
| 0.005174272060394287, | |
| 0.005157887935638428, | |
| 0.005180416107177735, | |
| 0.005179391860961914, | |
| 0.005146624088287354, | |
| 0.006516736030578613, | |
| 0.006307839870452881, | |
| 0.0061521921157836916, | |
| 0.008194047927856446, | |
| 0.007827455997467042, | |
| 0.005355519771575928, | |
| 0.005379072189331055, | |
| 0.005318655967712403, | |
| 0.0053647360801696775, | |
| 0.005356544017791748, | |
| 0.005275648117065429, | |
| 0.005119999885559082, | |
| 0.005198847770690918, | |
| 0.0051660799980163576, | |
| 0.005161983966827393, | |
| 0.005141503810882568, | |
| 0.005184512138366699, | |
| 0.00516812801361084, | |
| 0.00516812801361084, | |
| 0.005181439876556396, | |
| 0.005126143932342529, | |
| 0.0050800638198852536, | |
| 0.005278719902038574, | |
| 0.0053002238273620605, | |
| 0.0053975038528442385, | |
| 0.005341184139251709, | |
| 0.005311488151550293, | |
| 0.00538316822052002, | |
| 0.005393407821655274, | |
| 0.005315584182739258, | |
| 0.005344255924224854, | |
| 0.005331967830657959, | |
| 0.005322751998901368, | |
| 0.005349376201629639, | |
| 0.005395455837249756, | |
| 0.0053350400924682614, | |
| 0.00531660795211792, | |
| 0.0053606400489807126, | |
| 0.0053340158462524415, | |
| 0.005331967830657959, | |
| 0.005354496002197265, | |
| 0.005279744148254394, | |
| 0.00530841588973999, | |
| 0.005321728229522705, | |
| 0.005280767917633057, | |
| 0.005284863948822022, | |
| 0.00531763219833374, | |
| 0.0052930560111999515, | |
| 0.005260287761688232, | |
| 0.0053012480735778805, | |
| 0.0053043198585510255, | |
| 0.00530841588973999, | |
| 0.005146624088287354, | |
| 0.005156864166259765, | |
| 0.005154816150665284, | |
| 0.005138432025909424, | |
| 0.005138432025909424, | |
| 0.005092351913452148, | |
| 0.005145599842071533, | |
| 0.005123072147369385, | |
| 0.005157887935638428, | |
| 0.005124095916748047, | |
| 0.0051660799980163576, | |
| 0.005124095916748047, | |
| 0.005137407779693603, | |
| 0.005137407779693603, | |
| 0.005127168178558349, | |
| 0.005137407779693603, | |
| 0.0051333122253417966, | |
| 0.005135392189025879, | |
| 0.005161983966827393, | |
| 0.005123072147369385, | |
| 0.00515174388885498, | |
| 0.005126143932342529, | |
| 0.005161983966827393, | |
| 0.0051272640228271485, | |
| 0.005156864166259765, | |
| 0.005130239963531494, | |
| 0.00516096019744873, | |
| 0.005132287979125977, | |
| 0.005137407779693603, | |
| 0.005155839920043945, | |
| 0.005164031982421875 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 188.4081270994353 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.437394324426335e-08, | |
| "ram": 3.5192189969669784e-08, | |
| "gpu": 1.3139201332608578e-07, | |
| "total": 2.3095814654001892e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4329788.816636207 | |
| } | |
| } | |
| } | |
| } |