IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
dbdc445
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-base", | |
"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": false, | |
"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 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": "77e62a3eef699bce70248c56d35c703369938b85", | |
"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": 1026.748416, | |
"max_global_vram": 2748.55936, | |
"max_process_vram": 267803.648, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.087488 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 77, | |
"total": 1.005843825340271, | |
"mean": 0.013062906822600922, | |
"stdev": 0.0005158271595246444, | |
"p50": 0.01292061996459961, | |
"p90": 0.013494185829162599, | |
"p95": 0.013681673622131348, | |
"p99": 0.015245998001098627, | |
"values": [ | |
0.01495853614807129, | |
0.013243658065795898, | |
0.013378378868103027, | |
0.013487017631530762, | |
0.013504938125610351, | |
0.013479179382324218, | |
0.013379978179931641, | |
0.013349259376525879, | |
0.013257098197937012, | |
0.013009738922119141, | |
0.012889419555664063, | |
0.012874539375305177, | |
0.012980459213256836, | |
0.013019179344177246, | |
0.012888138771057128, | |
0.012966059684753417, | |
0.013015499114990234, | |
0.013394218444824219, | |
0.013094538688659669, | |
0.013166378974914551, | |
0.01291309928894043, | |
0.013165099143981934, | |
0.012958859443664551, | |
0.016156293869018554, | |
0.013078378677368165, | |
0.012786059379577637, | |
0.012691980361938476, | |
0.012859498977661133, | |
0.01266670036315918, | |
0.012919658660888672, | |
0.01271757984161377, | |
0.012658059120178223, | |
0.012621580123901367, | |
0.012916778564453125, | |
0.01269950008392334, | |
0.012735018730163574, | |
0.01295453929901123, | |
0.012729260444641113, | |
0.012689579963684082, | |
0.012948458671569824, | |
0.012816939353942871, | |
0.012950859069824218, | |
0.01292061996459961, | |
0.012734379768371582, | |
0.012717260360717773, | |
0.012922219276428223, | |
0.012697098731994629, | |
0.01273390007019043, | |
0.012915498733520507, | |
0.012762539863586426, | |
0.012754379272460937, | |
0.012972938537597655, | |
0.012746540069580078, | |
0.0127335786819458, | |
0.012716460227966308, | |
0.012750219345092774, | |
0.013044138908386231, | |
0.012760780334472656, | |
0.012700939178466797, | |
0.012734379768371582, | |
0.013669577598571778, | |
0.013730057716369629, | |
0.013482217788696288, | |
0.013854537963867188, | |
0.01337725830078125, | |
0.01339453887939453, | |
0.013374378204345703, | |
0.01360525894165039, | |
0.013593098640441895, | |
0.012959979057312011, | |
0.012903018951416016, | |
0.012700300216674804, | |
0.013029739379882813, | |
0.01274173927307129, | |
0.012752140045166015, | |
0.012707497596740723, | |
0.012680620193481444 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 76.55263974399938 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |