
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
f67d14d
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"model": "microsoft/deberta-v3-base", | |
"library": "transformers", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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": "0.2.0", | |
"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": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.2576, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 70, | |
"total": 1.0083922910690306, | |
"mean": 0.014405604158129012, | |
"stdev": 0.0004794734939388193, | |
"p50": 0.014235648155212402, | |
"p90": 0.014927871894836426, | |
"p95": 0.015397478246688842, | |
"p99": 0.015928831815719607, | |
"values": [ | |
0.016570432662963867, | |
0.015566847801208495, | |
0.01549516773223877, | |
0.015640576362609862, | |
0.014824447631835937, | |
0.014640128135681153, | |
0.014393407821655274, | |
0.014565376281738282, | |
0.014671872138977051, | |
0.014258175849914552, | |
0.014014464378356933, | |
0.014052351951599122, | |
0.014145536422729492, | |
0.014072832107543945, | |
0.014042112350463867, | |
0.014030816078186036, | |
0.014020607948303223, | |
0.013926400184631347, | |
0.013937664031982423, | |
0.01398681640625, | |
0.01417523193359375, | |
0.014321663856506347, | |
0.014213120460510254, | |
0.013982720375061035, | |
0.01415167999267578, | |
0.01397657585144043, | |
0.013947903633117676, | |
0.01387929630279541, | |
0.01417625617980957, | |
0.01388748836517334, | |
0.013949952125549316, | |
0.013922304153442382, | |
0.01470464038848877, | |
0.015278079986572265, | |
0.015205375671386719, | |
0.014920703887939453, | |
0.014812128067016601, | |
0.01499238395690918, | |
0.014680064201354981, | |
0.014793760299682617, | |
0.014520319938659668, | |
0.014552063941955566, | |
0.014633983612060546, | |
0.014803999900817872, | |
0.014805983543395997, | |
0.01435750389099121, | |
0.014278656005859374, | |
0.014236672401428223, | |
0.014279680252075195, | |
0.014299136161804199, | |
0.014248959541320801, | |
0.014244864463806153, | |
0.014178303718566895, | |
0.014216192245483398, | |
0.014160863876342774, | |
0.014211071968078613, | |
0.01466163158416748, | |
0.014203904151916504, | |
0.014222335815429688, | |
0.014229536056518555, | |
0.014234623908996581, | |
0.014224384307861328, | |
0.014241791725158692, | |
0.014213120460510254, | |
0.014206975936889648, | |
0.014255104064941406, | |
0.014222335815429688, | |
0.014262271881103515, | |
0.014169088363647461, | |
0.014189567565917969 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 69.41742873281055 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.699695440511855e-07, | |
"ram": 9.288018814394101e-08, | |
"gpu": 3.4962726382857373e-07, | |
"total": 6.124769960237002e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1632714.3819150135 | |
} | |
} | |
} | |
} |