
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
504cdd3
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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-5.10.223-212.873.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": "0.34.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 772.886528, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.42455419921875, | |
"mean": 7.42455419921875, | |
"stdev": 0.0, | |
"p50": 7.42455419921875, | |
"p90": 7.42455419921875, | |
"p95": 7.42455419921875, | |
"p99": 7.42455419921875, | |
"values": [ | |
7.42455419921875 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1252684152781554e-06, | |
"ram": 5.742349074075967e-07, | |
"gpu": 1.6880569060004347e-06, | |
"total": 3.3875602286861866e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1160.577024, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 1.0092000026702879, | |
"mean": 0.014016666703753998, | |
"stdev": 0.00033440034815651566, | |
"p50": 0.013904384136199951, | |
"p90": 0.014458777809143066, | |
"p95": 0.014745139122009277, | |
"p99": 0.015167487783432009, | |
"values": [ | |
0.015385600090026855, | |
0.014938112258911132, | |
0.0142673921585083, | |
0.01430835247039795, | |
0.014466048240661621, | |
0.014551039695739745, | |
0.014393343925476074, | |
0.015078399658203125, | |
0.014699520111083985, | |
0.014800895690917968, | |
0.014502880096435546, | |
0.014019583702087402, | |
0.013894687652587891, | |
0.014021632194519042, | |
0.013840383529663085, | |
0.013876223564147949, | |
0.01387110424041748, | |
0.01377894401550293, | |
0.013783040046691895, | |
0.013830143928527832, | |
0.014106623649597168, | |
0.014035967826843262, | |
0.01389568042755127, | |
0.013837311744689941, | |
0.013997056007385255, | |
0.013851648330688476, | |
0.013765631675720215, | |
0.01386291217803955, | |
0.014016511917114258, | |
0.013763584136962891, | |
0.013731840133666993, | |
0.01381984043121338, | |
0.01377791976928711, | |
0.014323712348937988, | |
0.014034943580627441, | |
0.013997056007385255, | |
0.013821951866149903, | |
0.013894656181335448, | |
0.013741024017333984, | |
0.013706208229064942, | |
0.013784064292907714, | |
0.013613056182861329, | |
0.013455360412597657, | |
0.01364076805114746, | |
0.013784064292907714, | |
0.013832192420959472, | |
0.014193663597106934, | |
0.014271488189697265, | |
0.01409222412109375, | |
0.01396224021911621, | |
0.014055392265319825, | |
0.01386905574798584, | |
0.013791232109069825, | |
0.013856767654418945, | |
0.01396016025543213, | |
0.013923328399658203, | |
0.013953023910522461, | |
0.014026752471923828, | |
0.014021632194519042, | |
0.0139202880859375, | |
0.013969408035278321, | |
0.013881343841552735, | |
0.013880319595336914, | |
0.013931520462036133, | |
0.013906944274902343, | |
0.01391312026977539, | |
0.01387007999420166, | |
0.013964287757873535, | |
0.01390182399749756, | |
0.013900799751281738, | |
0.01389568042755127, | |
0.013888511657714844 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 71.34363833679345 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6366904216134117e-07, | |
"ram": 8.939369942318906e-08, | |
"gpu": 3.4646907473972963e-07, | |
"total": 5.995318163242598e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1667968.1924656103 | |
} | |
} | |
} | |
} |