
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
aa52186
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"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": {}, | |
"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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.224-212.876.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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 797.71648, | |
"max_global_vram": 1410.859008, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.00407470703125, | |
"mean": 8.00407470703125, | |
"stdev": 0.0, | |
"p50": 8.00407470703125, | |
"p90": 8.00407470703125, | |
"p95": 8.00407470703125, | |
"p99": 8.00407470703125, | |
"values": [ | |
8.00407470703125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 2.478134164610108e-06, | |
"ram": 1.3196445141167425e-06, | |
"gpu": 3.363891580066003e-06, | |
"total": 7.161670258792854e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1185.529856, | |
"max_global_vram": 1442.316288, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 1.0028331203460694, | |
"mean": 0.013928237782584297, | |
"stdev": 0.0007978175905501297, | |
"p50": 0.013634560108184816, | |
"p90": 0.014394777488708495, | |
"p95": 0.016284160327911378, | |
"p99": 0.016605757846832277, | |
"values": [ | |
0.016357376098632814, | |
0.01604915237426758, | |
0.01622425651550293, | |
0.01382812786102295, | |
0.013558783531188966, | |
0.013559807777404785, | |
0.013636608123779297, | |
0.013632512092590332, | |
0.013584383964538574, | |
0.01358847999572754, | |
0.0134901762008667, | |
0.01358131217956543, | |
0.013953023910522461, | |
0.01368064022064209, | |
0.013518848419189454, | |
0.013509632110595703, | |
0.013467647552490235, | |
0.014194751739501953, | |
0.013438048362731934, | |
0.013567999839782715, | |
0.013728768348693847, | |
0.01335200023651123, | |
0.013377535820007324, | |
0.014015487670898438, | |
0.01377791976928711, | |
0.013352959632873536, | |
0.013322239875793456, | |
0.013371392250061035, | |
0.013356032371520997, | |
0.013384736061096192, | |
0.013493247985839844, | |
0.013395968437194825, | |
0.013413375854492187, | |
0.01335091209411621, | |
0.014195712089538574, | |
0.013562879562377929, | |
0.014130175590515137, | |
0.013917183876037598, | |
0.013664256095886231, | |
0.013489151954650879, | |
0.013519871711730956, | |
0.013554688453674316, | |
0.01349836826324463, | |
0.013551615715026855, | |
0.013931520462036133, | |
0.013981696128845214, | |
0.013657088279724122, | |
0.013423616409301758, | |
0.013511679649353027, | |
0.013535231590270995, | |
0.01338060760498047, | |
0.013421567916870117, | |
0.014416895866394042, | |
0.016527360916137695, | |
0.01679769515991211, | |
0.01639116859436035, | |
0.014489567756652832, | |
0.014129152297973633, | |
0.014023679733276367, | |
0.014125056266784668, | |
0.014011391639709473, | |
0.014090239524841308, | |
0.014019583702087402, | |
0.013693920135498047, | |
0.013421567916870117, | |
0.013509632110595703, | |
0.01386393642425537, | |
0.014027775764465332, | |
0.014051327705383301, | |
0.01407487964630127, | |
0.013958144187927245, | |
0.014169088363647461 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 71.79659161551565 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6093001022823415e-07, | |
"ram": 8.786255350634181e-08, | |
"gpu": 3.4423450962090136e-07, | |
"total": 5.930270733554773e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1686263.654611552 | |
} | |
} | |
} | |
} |