IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
fe7e19d
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 877.740032, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 591.396864, | |
| "max_allocated": 449.269248 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 146, | |
| "total": 1.0017495069503783, | |
| "mean": 0.006861297992810811, | |
| "stdev": 0.0002303252700335116, | |
| "p50": 0.006808576107025147, | |
| "p90": 0.007195647954940796, | |
| "p95": 0.007248128056526184, | |
| "p99": 0.007381504154205323, | |
| "values": [ | |
| 0.007522304058074952, | |
| 0.0068884482383728025, | |
| 0.006977536201477051, | |
| 0.006964223861694336, | |
| 0.006999040126800537, | |
| 0.006916096210479736, | |
| 0.00693555212020874, | |
| 0.006804480075836182, | |
| 0.006808576107025147, | |
| 0.006773759841918945, | |
| 0.006799359798431396, | |
| 0.006754303932189941, | |
| 0.006773759841918945, | |
| 0.006863872051239014, | |
| 0.006801407814025879, | |
| 0.006859776020050049, | |
| 0.007316480159759522, | |
| 0.007161856174468994, | |
| 0.007413760185241699, | |
| 0.007206912040710449, | |
| 0.007233535766601563, | |
| 0.007302144050598145, | |
| 0.007164927959442138, | |
| 0.007131135940551757, | |
| 0.007130112171173096, | |
| 0.007181312084197998, | |
| 0.007168000221252442, | |
| 0.007157760143280029, | |
| 0.0072765440940856935, | |
| 0.006810624122619629, | |
| 0.0067758078575134275, | |
| 0.006811647891998291, | |
| 0.006810624122619629, | |
| 0.006870016098022461, | |
| 0.006767615795135498, | |
| 0.006725632190704346, | |
| 0.0067123198509216305, | |
| 0.0066938881874084475, | |
| 0.006762495994567871, | |
| 0.007225344181060791, | |
| 0.007217152118682861, | |
| 0.007113728046417236, | |
| 0.007252992153167725, | |
| 0.0071833600997924804, | |
| 0.006882304191589355, | |
| 0.006810624122619629, | |
| 0.006998015880584717, | |
| 0.006747136116027832, | |
| 0.0067358717918396, | |
| 0.006770688056945801, | |
| 0.006796288013458252, | |
| 0.006815743923187256, | |
| 0.0067348480224609375, | |
| 0.006750207901000976, | |
| 0.006739967823028564, | |
| 0.006699007987976074, | |
| 0.006762495994567871, | |
| 0.006816768169403077, | |
| 0.006759424209594727, | |
| 0.006856704235076904, | |
| 0.006806528091430664, | |
| 0.006707200050354004, | |
| 0.006732800006866455, | |
| 0.006761472225189209, | |
| 0.006792191982269287, | |
| 0.006759424209594727, | |
| 0.007064576148986816, | |
| 0.007342080116271973, | |
| 0.007137279987335205, | |
| 0.007160831928253173, | |
| 0.007305215835571289, | |
| 0.007227392196655274, | |
| 0.007223296165466309, | |
| 0.006853631973266602, | |
| 0.00678604793548584, | |
| 0.006785024166107178, | |
| 0.007184383869171143, | |
| 0.007209983825683594, | |
| 0.007103487968444824, | |
| 0.00710041618347168, | |
| 0.006972415924072266, | |
| 0.006904831886291504, | |
| 0.007007232189178467, | |
| 0.007006207942962647, | |
| 0.006802432060241699, | |
| 0.0068392958641052244, | |
| 0.006840320110321045, | |
| 0.006988800048828125, | |
| 0.0069212160110473635, | |
| 0.0068884482383728025, | |
| 0.0069621758460998535, | |
| 0.006975488185882568, | |
| 0.007138304233551026, | |
| 0.007156735897064209, | |
| 0.0068055038452148435, | |
| 0.00678604793548584, | |
| 0.006847487926483154, | |
| 0.006788095951080322, | |
| 0.006813695907592773, | |
| 0.00677785587310791, | |
| 0.006817791938781738, | |
| 0.00672870397567749, | |
| 0.006752255916595459, | |
| 0.006749184131622315, | |
| 0.006780928134918213, | |
| 0.00672870397567749, | |
| 0.0067573761940002445, | |
| 0.006709248065948486, | |
| 0.0067420158386230465, | |
| 0.00682700777053833, | |
| 0.00672870397567749, | |
| 0.006847487926483154, | |
| 0.00674508810043335, | |
| 0.00672051191329956, | |
| 0.006766592025756836, | |
| 0.0068249602317810056, | |
| 0.006808576107025147, | |
| 0.006785024166107178, | |
| 0.006790143966674805, | |
| 0.006748159885406494, | |
| 0.006904831886291504, | |
| 0.006803455829620361, | |
| 0.006799359798431396, | |
| 0.006754303932189941, | |
| 0.0068249602317810056, | |
| 0.006754303932189941, | |
| 0.006765567779541016, | |
| 0.006808576107025147, | |
| 0.00679423999786377, | |
| 0.006776832103729248, | |
| 0.006825984001159668, | |
| 0.006740992069244385, | |
| 0.00643174409866333, | |
| 0.00638976001739502, | |
| 0.0064174079895019534, | |
| 0.0064174079895019534, | |
| 0.006434815883636475, | |
| 0.006411263942718506, | |
| 0.006401023864746094, | |
| 0.006397952079772949, | |
| 0.006415359973907471, | |
| 0.006421504020690918, | |
| 0.006409215927124024, | |
| 0.006459392070770263, | |
| 0.006412288188934326, | |
| 0.006456319808959961 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 145.7450180778897 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.811473431991555e-08, | |
| "ram": 4.270149809742993e-08, | |
| "gpu": 1.4060501014473794e-07, | |
| "total": 2.614212425620834e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3825243.848584783 | |
| } | |
| } | |
| } | |
| } |