
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
952d43e
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": "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", | |
"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": "0.2.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 870.305792, | |
"max_global_vram": 1229.45536, | |
"max_process_vram": 0.0, | |
"max_reserved": 591.396864, | |
"max_allocated": 449.269248 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 182, | |
"total": 0.9999504952430723, | |
"mean": 0.005494233490346552, | |
"stdev": 0.0001847667528848801, | |
"p50": 0.0054154241085052485, | |
"p90": 0.0057506815433502195, | |
"p95": 0.00578841598033905, | |
"p99": 0.0059926508569717405, | |
"values": [ | |
0.0060415358543396, | |
0.005441535949707031, | |
0.005526527881622314, | |
0.005452799797058106, | |
0.005451776027679443, | |
0.005505023956298828, | |
0.005446656227111817, | |
0.005504000186920166, | |
0.005470208168029785, | |
0.00550707197189331, | |
0.005442560195922852, | |
0.005405695915222168, | |
0.005402624130249023, | |
0.005467135906219483, | |
0.005399551868438721, | |
0.005262335777282715, | |
0.005396480083465576, | |
0.005361663818359375, | |
0.0054241280555725096, | |
0.005635072231292724, | |
0.005758975982666016, | |
0.005836800098419189, | |
0.00572211217880249, | |
0.005743616104125977, | |
0.005687295913696289, | |
0.005669888019561768, | |
0.005815296173095703, | |
0.005693439960479736, | |
0.005756927967071533, | |
0.0057794561386108395, | |
0.005742591857910156, | |
0.005656576156616211, | |
0.005701632022857666, | |
0.005740543842315674, | |
0.00570470380783081, | |
0.005636096000671387, | |
0.0055552000999450684, | |
0.005690368175506591, | |
0.0057497601509094234, | |
0.005616703987121582, | |
0.005693439960479736, | |
0.005710847854614258, | |
0.005775360107421875, | |
0.005788671970367432, | |
0.005981184005737304, | |
0.00572211217880249, | |
0.005805056095123291, | |
0.00573747205734253, | |
0.005736447811126709, | |
0.005732351779937744, | |
0.00572108793258667, | |
0.005735424041748047, | |
0.00566476821899414, | |
0.005764095783233642, | |
0.0056780800819396975, | |
0.005643263816833496, | |
0.005697535991668701, | |
0.005750783920288086, | |
0.005830656051635743, | |
0.005673984050750733, | |
0.005647359848022461, | |
0.005650432109832764, | |
0.005692416191101074, | |
0.005699584007263184, | |
0.005783552169799804, | |
0.005788671970367432, | |
0.005700607776641845, | |
0.005702655792236328, | |
0.005495808124542236, | |
0.005488639831542969, | |
0.005482495784759522, | |
0.005810175895690918, | |
0.005444608211517334, | |
0.005448703765869141, | |
0.0054282240867614745, | |
0.005403647899627686, | |
0.005386240005493164, | |
0.005384191989898681, | |
0.0053340158462524415, | |
0.005274623870849609, | |
0.005197824001312256, | |
0.005202943801879883, | |
0.005268511772155762, | |
0.0053944320678710935, | |
0.005222400188446045, | |
0.005111807823181152, | |
0.005098495960235596, | |
0.005063680171966553, | |
0.006206463813781738, | |
0.005499904155731201, | |
0.0055848960876464845, | |
0.005586944103240967, | |
0.0055920639038085935, | |
0.005615615844726562, | |
0.005620736122131348, | |
0.005758975982666016, | |
0.005750783920288086, | |
0.005672959804534912, | |
0.005472256183624268, | |
0.005391359806060791, | |
0.005454847812652588, | |
0.005414912223815918, | |
0.005472256183624268, | |
0.005444608211517334, | |
0.005278719902038574, | |
0.00536678409576416, | |
0.005415999889373779, | |
0.005338111877441406, | |
0.005500927925109863, | |
0.005436416149139404, | |
0.005399551868438721, | |
0.00535756778717041, | |
0.0053944320678710935, | |
0.005359615802764893, | |
0.005380095958709717, | |
0.005370880126953125, | |
0.005359615802764893, | |
0.005393407821655274, | |
0.0053534722328186036, | |
0.005343232154846191, | |
0.0055214080810546875, | |
0.005370880126953125, | |
0.0053678078651428224, | |
0.0053821439743042, | |
0.005338111877441406, | |
0.005328896045684814, | |
0.005369855880737305, | |
0.005341184139251709, | |
0.005351424217224121, | |
0.005368832111358642, | |
0.005341184139251709, | |
0.005369855880737305, | |
0.005390336036682129, | |
0.005346303939819336, | |
0.00535756778717041, | |
0.0053975038528442385, | |
0.005356544017791748, | |
0.0053309440612792965, | |
0.005388288021087646, | |
0.005497856140136719, | |
0.0053606400489807126, | |
0.005380095958709717, | |
0.005338111877441406, | |
0.005348351955413819, | |
0.005390336036682129, | |
0.005445631980895996, | |
0.00541593599319458, | |
0.0053647360801696775, | |
0.005348351955413819, | |
0.005384191989898681, | |
0.00537497615814209, | |
0.005340159893035889, | |
0.005422080039978027, | |
0.005352447986602784, | |
0.005377024173736572, | |
0.0054098558425903324, | |
0.005370880126953125, | |
0.005354496002197265, | |
0.0053821439743042, | |
0.005338111877441406, | |
0.00535859203338623, | |
0.005408768177032471, | |
0.005375999927520752, | |
0.005336063861846924, | |
0.005386240005493164, | |
0.005344255924224854, | |
0.005339136123657226, | |
0.005380095958709717, | |
0.005338111877441406, | |
0.005338111877441406, | |
0.0053678078651428224, | |
0.005338111877441406, | |
0.005349376201629639, | |
0.005386240005493164, | |
0.005381120204925537, | |
0.005381120204925537, | |
0.005413887977600097, | |
0.00537395191192627, | |
0.005408768177032471, | |
0.005359615802764893, | |
0.005352447986602784, | |
0.005377024173736572 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 182.0090103118141 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.276128363567265e-08, | |
"ram": 3.431058368855029e-08, | |
"gpu": 1.297502507724859e-07, | |
"total": 2.2682211809670882e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4408741.1245037215 | |
} | |
} | |
} | |
} |