IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
c0da9d7
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 | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 713.949184, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.1248056640625, | |
| "mean": 7.1248056640625, | |
| "stdev": 0.0, | |
| "p50": 7.1248056640625, | |
| "p90": 7.1248056640625, | |
| "p95": 7.1248056640625, | |
| "p99": 7.1248056640625, | |
| "values": [ | |
| 7.1248056640625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.135047594706218e-07, | |
| "ram": 4.850447898646355e-07, | |
| "gpu": 1.5686123660003243e-06, | |
| "total": 2.9671619153355815e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 881.057792, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 193, | |
| "total": 1.000070462226868, | |
| "mean": 0.005181712239517449, | |
| "stdev": 0.00020027742132250602, | |
| "p50": 0.005102591991424561, | |
| "p90": 0.005331968116760254, | |
| "p95": 0.005550284767150878, | |
| "p99": 0.006054952754974363, | |
| "values": [ | |
| 0.00582144021987915, | |
| 0.006045695781707764, | |
| 0.005892096042633056, | |
| 0.005646336078643799, | |
| 0.005775360107421875, | |
| 0.005597184181213379, | |
| 0.0055285758972167965, | |
| 0.0054906878471374515, | |
| 0.005513216018676758, | |
| 0.00556441593170166, | |
| 0.006300672054290772, | |
| 0.005407743930816651, | |
| 0.00510975980758667, | |
| 0.0051066880226135255, | |
| 0.005091328144073487, | |
| 0.0051435518264770505, | |
| 0.005098495960235596, | |
| 0.005102591991424561, | |
| 0.005115903854370117, | |
| 0.005085184097290039, | |
| 0.005129216194152832, | |
| 0.00506982421875, | |
| 0.005139455795288086, | |
| 0.005079040050506592, | |
| 0.005137407779693603, | |
| 0.005104640007019043, | |
| 0.005094399929046631, | |
| 0.005070847988128662, | |
| 0.005100543975830078, | |
| 0.0050841598510742185, | |
| 0.005108736038208008, | |
| 0.005102591991424561, | |
| 0.005097472190856934, | |
| 0.005116928100585938, | |
| 0.005067776203155518, | |
| 0.005089280128479004, | |
| 0.005102591991424561, | |
| 0.005082111835479736, | |
| 0.005074944019317627, | |
| 0.005045343875885009, | |
| 0.005082111835479736, | |
| 0.005063680171966553, | |
| 0.005139455795288086, | |
| 0.005059584140777588, | |
| 0.005073919773101807, | |
| 0.005057536125183106, | |
| 0.005075967788696289, | |
| 0.005099520206451416, | |
| 0.00505241584777832, | |
| 0.0050800638198852536, | |
| 0.005044223785400391, | |
| 0.00506982421875, | |
| 0.005061632156372071, | |
| 0.005066751956939697, | |
| 0.005061632156372071, | |
| 0.00506982421875, | |
| 0.005051392078399658, | |
| 0.005070847988128662, | |
| 0.0050657281875610355, | |
| 0.005105663776397705, | |
| 0.004996096134185791, | |
| 0.004993023872375488, | |
| 0.004993023872375488, | |
| 0.0051333122253417966, | |
| 0.005102591991424561, | |
| 0.00506879997253418, | |
| 0.0051036162376403805, | |
| 0.005064767837524414, | |
| 0.005075967788696289, | |
| 0.005038080215454102, | |
| 0.0050769920349121095, | |
| 0.005057536125183106, | |
| 0.0050503678321838375, | |
| 0.005070847988128662, | |
| 0.005086207866668701, | |
| 0.005054463863372802, | |
| 0.005078015804290771, | |
| 0.005079040050506592, | |
| 0.005037055969238281, | |
| 0.005055488109588623, | |
| 0.005237760066986084, | |
| 0.005210112094879151, | |
| 0.0051404800415039064, | |
| 0.005540863990783691, | |
| 0.006161407947540283, | |
| 0.005410816192626953, | |
| 0.0053350400924682614, | |
| 0.005276671886444092, | |
| 0.005281792163848877, | |
| 0.005285888195037842, | |
| 0.005283840179443359, | |
| 0.005249023914337158, | |
| 0.005315584182739258, | |
| 0.005310463905334473, | |
| 0.005258240222930908, | |
| 0.005236800193786621, | |
| 0.0052408318519592285, | |
| 0.005242879867553711, | |
| 0.005235712051391602, | |
| 0.005241856098175048, | |
| 0.005810175895690918, | |
| 0.00526643180847168, | |
| 0.005319680213928223, | |
| 0.005274623870849609, | |
| 0.005264383792877197, | |
| 0.005257215976715088, | |
| 0.005261312007904053, | |
| 0.005244927883148193, | |
| 0.005264383792877197, | |
| 0.005215231895446777, | |
| 0.00522649621963501, | |
| 0.005245952129364013, | |
| 0.0052295680046081545, | |
| 0.005243904113769531, | |
| 0.005296127796173096, | |
| 0.005257215976715088, | |
| 0.005288959980010987, | |
| 0.005259263992309571, | |
| 0.005288959980010987, | |
| 0.00526643180847168, | |
| 0.005067776203155518, | |
| 0.005075967788696289, | |
| 0.00506169605255127, | |
| 0.0052008957862854, | |
| 0.005291007995605469, | |
| 0.005338111877441406, | |
| 0.005286911964416504, | |
| 0.005369855880737305, | |
| 0.0052705278396606445, | |
| 0.005256192207336426, | |
| 0.005234687805175781, | |
| 0.005259263992309571, | |
| 0.005294079780578613, | |
| 0.005232639789581299, | |
| 0.005269504070281982, | |
| 0.005154816150665284, | |
| 0.005132287979125977, | |
| 0.005191679954528809, | |
| 0.00515174388885498, | |
| 0.005174272060394287, | |
| 0.005219327926635742, | |
| 0.005182464122772217, | |
| 0.005181439876556396, | |
| 0.005150720119476319, | |
| 0.005097472190856934, | |
| 0.0050124797821044925, | |
| 0.00501043176651001, | |
| 0.00499507188796997, | |
| 0.00506060791015625, | |
| 0.005029888153076172, | |
| 0.00506060791015625, | |
| 0.005047296047210693, | |
| 0.005245952129364013, | |
| 0.00515174388885498, | |
| 0.005055488109588623, | |
| 0.005056511878967285, | |
| 0.005092351913452148, | |
| 0.0050852160453796385, | |
| 0.0050421757698059086, | |
| 0.005102591991424561, | |
| 0.005061632156372071, | |
| 0.005048319816589355, | |
| 0.005047296047210693, | |
| 0.005074944019317627, | |
| 0.005074944019317627, | |
| 0.005054463863372802, | |
| 0.00506982421875, | |
| 0.005040128231048584, | |
| 0.005062655925750732, | |
| 0.005099520206451416, | |
| 0.0050800638198852536, | |
| 0.005048319816589355, | |
| 0.005124095916748047, | |
| 0.005130239963531494, | |
| 0.005186560153961181, | |
| 0.00515993595123291, | |
| 0.0050800638198852536, | |
| 0.00506879997253418, | |
| 0.00505241584777832, | |
| 0.005033984184265137, | |
| 0.0049797120094299315, | |
| 0.005029888153076172, | |
| 0.0050165758132934574, | |
| 0.005102591991424561, | |
| 0.0050165758132934574, | |
| 0.005057536125183106, | |
| 0.005007359981536865, | |
| 0.00505241584777832, | |
| 0.005030911922454834, | |
| 0.0050800638198852536, | |
| 0.005473279953002929, | |
| 0.005071872234344482, | |
| 0.005081088066101074 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 192.98640174837763 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.251580098219085e-08, | |
| "ram": 3.418063420875577e-08, | |
| "gpu": 1.2322232080000056e-07, | |
| "total": 2.1991875599094716e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4547133.760801941 | |
| } | |
| } | |
| } | |
| } |