IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
38773f2
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": "4.43.1", | |
| "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": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 713.494528, | |
| "max_global_vram": 1218.9696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.16546875, | |
| "mean": 7.16546875, | |
| "stdev": 0.0, | |
| "p50": 7.16546875, | |
| "p90": 7.16546875, | |
| "p95": 7.16546875, | |
| "p99": 7.16546875, | |
| "values": [ | |
| 7.16546875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.468951159053379e-07, | |
| "ram": 5.03239214612942e-07, | |
| "gpu": 1.7961125480005224e-06, | |
| "total": 3.2462468785188025e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 880.37376, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 449.025024 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 189, | |
| "total": 1.002071231842041, | |
| "mean": 0.0053019641896404285, | |
| "stdev": 0.00020148741633011375, | |
| "p50": 0.005242879867553711, | |
| "p90": 0.005524070453643799, | |
| "p95": 0.005575884819030761, | |
| "p99": 0.006277898254394533, | |
| "values": [ | |
| 0.005561344146728516, | |
| 0.005751808166503906, | |
| 0.005526527881622314, | |
| 0.005493760108947754, | |
| 0.0054917120933532714, | |
| 0.005465087890625, | |
| 0.005516287803649903, | |
| 0.005384191989898681, | |
| 0.005350399971008301, | |
| 0.005282815933227539, | |
| 0.005306367874145508, | |
| 0.005303296089172363, | |
| 0.0052367358207702636, | |
| 0.005284863948822022, | |
| 0.005294079780578613, | |
| 0.0053043198585510255, | |
| 0.005185535907745361, | |
| 0.005091328144073487, | |
| 0.005127168178558349, | |
| 0.005257215976715088, | |
| 0.005173247814178467, | |
| 0.005295104026794434, | |
| 0.005391359806060791, | |
| 0.005291007995605469, | |
| 0.005306367874145508, | |
| 0.005389311790466309, | |
| 0.005281824111938477, | |
| 0.005149695873260498, | |
| 0.005224448204040527, | |
| 0.00530944013595581, | |
| 0.00537395191192627, | |
| 0.005355519771575928, | |
| 0.0053647360801696775, | |
| 0.00530841588973999, | |
| 0.005375999927520752, | |
| 0.005345280170440674, | |
| 0.00531763219833374, | |
| 0.0053043198585510255, | |
| 0.0052715520858764645, | |
| 0.005321728229522705, | |
| 0.005327871799468994, | |
| 0.005264383792877197, | |
| 0.005259263992309571, | |
| 0.0051701760292053225, | |
| 0.005173247814178467, | |
| 0.005154816150665284, | |
| 0.005198847770690918, | |
| 0.005294079780578613, | |
| 0.005115903854370117, | |
| 0.005203968048095703, | |
| 0.005279744148254394, | |
| 0.005210112094879151, | |
| 0.005212160110473632, | |
| 0.005322751998901368, | |
| 0.005384191989898681, | |
| 0.005347328186035156, | |
| 0.00535756778717041, | |
| 0.005319680213928223, | |
| 0.005279744148254394, | |
| 0.0052367358207702636, | |
| 0.005198847770690918, | |
| 0.005265408039093018, | |
| 0.0053012480735778805, | |
| 0.005408768177032471, | |
| 0.005626880168914795, | |
| 0.00531763219833374, | |
| 0.005341184139251709, | |
| 0.005302271842956543, | |
| 0.005249023914337158, | |
| 0.005114880084991455, | |
| 0.0052111358642578124, | |
| 0.005174272060394287, | |
| 0.005182464122772217, | |
| 0.005219327926635742, | |
| 0.005369855880737305, | |
| 0.005269504070281982, | |
| 0.005142528057098389, | |
| 0.005193727970123291, | |
| 0.005227519989013672, | |
| 0.005153791904449463, | |
| 0.005130239963531494, | |
| 0.0053678078651428224, | |
| 0.005221375942230225, | |
| 0.005529600143432617, | |
| 0.005532671928405761, | |
| 0.005576704025268555, | |
| 0.0055972480773925784, | |
| 0.005561344146728516, | |
| 0.005561344146728516, | |
| 0.005588992118835449, | |
| 0.005502975940704345, | |
| 0.005479423999786377, | |
| 0.00552345609664917, | |
| 0.00552243185043335, | |
| 0.005408768177032471, | |
| 0.005385216236114502, | |
| 0.005553152084350586, | |
| 0.005459968090057373, | |
| 0.005436416149139404, | |
| 0.005401599884033203, | |
| 0.005220352172851562, | |
| 0.005275648117065429, | |
| 0.005421055793762207, | |
| 0.005417984008789062, | |
| 0.005224448204040527, | |
| 0.0052705278396606445, | |
| 0.005179391860961914, | |
| 0.005222464084625244, | |
| 0.005234687805175781, | |
| 0.0053043198585510255, | |
| 0.006235136032104492, | |
| 0.006591487884521485, | |
| 0.0066304001808166506, | |
| 0.005574656009674072, | |
| 0.005530623912811279, | |
| 0.005720064163208007, | |
| 0.005518335819244385, | |
| 0.005252096176147461, | |
| 0.005172224044799805, | |
| 0.0052111358642578124, | |
| 0.005254144191741943, | |
| 0.005603328227996827, | |
| 0.0051968002319335935, | |
| 0.005173279762268067, | |
| 0.00517632007598877, | |
| 0.005219327926635742, | |
| 0.005172224044799805, | |
| 0.005192704200744629, | |
| 0.005320703983306885, | |
| 0.005342207908630371, | |
| 0.005222400188446045, | |
| 0.005313536167144775, | |
| 0.005165056228637695, | |
| 0.005164031982421875, | |
| 0.005175295829772949, | |
| 0.005260287761688232, | |
| 0.005167103767395019, | |
| 0.005169151782989502, | |
| 0.005192704200744629, | |
| 0.005150720119476319, | |
| 0.005165056228637695, | |
| 0.005291007995605469, | |
| 0.005235712051391602, | |
| 0.0051660799980163576, | |
| 0.005164031982421875, | |
| 0.005188608169555664, | |
| 0.005144576072692871, | |
| 0.005157887935638428, | |
| 0.005202943801879883, | |
| 0.005179391860961914, | |
| 0.005208064079284668, | |
| 0.005153791904449463, | |
| 0.0051773438453674315, | |
| 0.00516096019744873, | |
| 0.005155839920043945, | |
| 0.005242879867553711, | |
| 0.005156864166259765, | |
| 0.005169151782989502, | |
| 0.0052111358642578124, | |
| 0.005149695873260498, | |
| 0.005157887935638428, | |
| 0.00516096019744873, | |
| 0.005179391860961914, | |
| 0.005150720119476319, | |
| 0.0052111358642578124, | |
| 0.005238783836364746, | |
| 0.005190656185150146, | |
| 0.005165056228637695, | |
| 0.0051773438453674315, | |
| 0.00517632007598877, | |
| 0.00530841588973999, | |
| 0.005172224044799805, | |
| 0.005197824001312256, | |
| 0.005167103767395019, | |
| 0.005183487892150879, | |
| 0.005195775985717774, | |
| 0.005163008213043213, | |
| 0.005182464122772217, | |
| 0.005161983966827393, | |
| 0.005186560153961181, | |
| 0.005191679954528809, | |
| 0.00517632007598877, | |
| 0.0052295680046081545, | |
| 0.005183487892150879, | |
| 0.005244927883148193, | |
| 0.005185535907745361, | |
| 0.005172224044799805, | |
| 0.005178368091583252, | |
| 0.005173247814178467 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 188.60934631620336 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.103425199150021e-08, | |
| "ram": 3.327881272511029e-08, | |
| "gpu": 1.338448364205083e-07, | |
| "total": 2.281579011371188e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4382929.51949544 | |
| } | |
| } | |
| } | |
| } |