IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
83427b0
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_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": "4", | |
"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": 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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.256576, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"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": 1092.370432, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 50606.73536, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 9.84104296875, | |
"mean": 9.84104296875, | |
"stdev": 0.0, | |
"p50": 9.84104296875, | |
"p90": 9.84104296875, | |
"p95": 9.84104296875, | |
"p99": 9.84104296875, | |
"values": [ | |
9.84104296875 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1226.489856, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 336033.439744, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 68, | |
"total": 1.006057745933533, | |
"mean": 0.014794966851963716, | |
"stdev": 0.0015734208426034333, | |
"p50": 0.014418836116790772, | |
"p90": 0.015001522159576416, | |
"p95": 0.015314449739456178, | |
"p99": 0.02303908584594726, | |
"values": [ | |
0.015022355079650879, | |
0.01532923412322998, | |
0.015286993026733399, | |
0.01525771427154541, | |
0.01447243595123291, | |
0.014992593765258789, | |
0.014946834564208984, | |
0.014710994720458984, | |
0.014696114540100098, | |
0.014523635864257813, | |
0.014653876304626464, | |
0.01455947494506836, | |
0.014788114547729492, | |
0.017493547439575194, | |
0.014667475700378418, | |
0.014203637123107911, | |
0.01422107696533203, | |
0.014247476577758789, | |
0.014457236289978028, | |
0.01432667636871338, | |
0.014273716926574706, | |
0.01431739616394043, | |
0.014515636444091796, | |
0.014275957107543945, | |
0.014263795852661134, | |
0.01428171730041504, | |
0.0145317964553833, | |
0.014263795852661134, | |
0.022332412719726562, | |
0.014589715957641601, | |
0.014262996673583984, | |
0.014252276420593261, | |
0.014224117279052734, | |
0.014337395668029785, | |
0.014656915664672851, | |
0.014258357048034668, | |
0.014314196586608886, | |
0.014310516357421876, | |
0.014603316307067871, | |
0.01433115577697754, | |
0.014354676246643066, | |
0.014351797103881837, | |
0.014685395240783692, | |
0.014307156562805175, | |
0.014352275848388671, | |
0.014384435653686524, | |
0.014606036186218262, | |
0.014422355651855468, | |
0.014321235656738282, | |
0.01433019733428955, | |
0.014618194580078125, | |
0.024473846435546873, | |
0.014263156890869141, | |
0.014405076026916503, | |
0.014586195945739747, | |
0.014353397369384766, | |
0.014067956924438477, | |
0.014326356887817382, | |
0.014667156219482422, | |
0.014490836143493653, | |
0.01439163589477539, | |
0.014519636154174804, | |
0.014691314697265624, | |
0.014436915397644043, | |
0.014443796157836914, | |
0.014415316581726074, | |
0.014386036872863769, | |
0.014350676536560058 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 67.5905535987917 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |