
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
887ad18
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": 71, | |
"total": 1.0105680618286133, | |
"mean": 0.014233352983501596, | |
"stdev": 0.0009368257104767214, | |
"p50": 0.014131199836730958, | |
"p90": 0.014717951774597168, | |
"p95": 0.01530470371246338, | |
"p99": 0.0179808250427246, | |
"values": [ | |
0.02048102378845215, | |
0.016909311294555664, | |
0.015560704231262207, | |
0.015542271614074708, | |
0.014823424339294433, | |
0.014441472053527832, | |
0.013966336250305175, | |
0.014058496475219727, | |
0.014206975936889648, | |
0.01437286376953125, | |
0.014449664115905762, | |
0.014611455917358398, | |
0.01428377628326416, | |
0.014131199836730958, | |
0.014133248329162598, | |
0.014118911743164063, | |
0.013938688278198242, | |
0.013993984222412109, | |
0.01397760009765625, | |
0.014054400444030762, | |
0.014270463943481445, | |
0.014717951774597168, | |
0.014233599662780762, | |
0.014155743598937988, | |
0.014161919593811035, | |
0.014147583961486816, | |
0.014015487670898438, | |
0.014022656440734863, | |
0.014317567825317384, | |
0.013963264465332031, | |
0.01426534366607666, | |
0.014013440132141113, | |
0.014363648414611817, | |
0.015067135810852051, | |
0.014791680335998534, | |
0.014551039695739745, | |
0.014041088104248046, | |
0.01416806411743164, | |
0.014435327529907227, | |
0.014334976196289062, | |
0.01426534366607666, | |
0.014213120460510254, | |
0.014326784133911133, | |
0.014392319679260255, | |
0.014534655570983887, | |
0.014511103630065919, | |
0.013952992439270019, | |
0.014600192070007324, | |
0.014024703979492188, | |
0.013894656181335448, | |
0.013783040046691895, | |
0.013505536079406738, | |
0.013489151954650879, | |
0.013700032234191894, | |
0.013913087844848633, | |
0.013678591728210449, | |
0.01439846420288086, | |
0.01353932762145996, | |
0.013499391555786134, | |
0.013502495765686035, | |
0.013468671798706054, | |
0.013436927795410156, | |
0.013428735733032226, | |
0.013458399772644044, | |
0.013447168350219727, | |
0.013510656356811524, | |
0.013401087760925292, | |
0.013384703636169434, | |
0.013881343841552735, | |
0.013812735557556152, | |
0.013518848419189454 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 70.25751424552857 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6290078696594936e-07, | |
"ram": 8.863610284905704e-08, | |
"gpu": 3.4152995358904794e-07, | |
"total": 5.930668434040543e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1686150.5766538084 | |
} | |
} | |
} | |
} |