
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
e9d7fee
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_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": {}, | |
"hub_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, | |
"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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 982.831104, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 74, | |
"total": 0.9982882900238037, | |
"mean": 0.013490382297618968, | |
"stdev": 0.00035699389510758804, | |
"p50": 0.013436383724212646, | |
"p90": 0.013837785816192627, | |
"p95": 0.01429652452468872, | |
"p99": 0.014615294561386109, | |
"values": [ | |
0.01467801570892334, | |
0.014507871627807617, | |
0.014420991897583007, | |
0.014592096328735352, | |
0.014006112098693848, | |
0.01352188777923584, | |
0.013643775939941406, | |
0.01355673599243164, | |
0.013428799629211426, | |
0.013505536079406738, | |
0.013422592163085938, | |
0.013377599716186524, | |
0.013624320030212403, | |
0.013324288368225098, | |
0.013297663688659669, | |
0.013278240203857422, | |
0.013336576461791993, | |
0.01347379207611084, | |
0.013532223701477051, | |
0.013462528228759766, | |
0.013550496101379395, | |
0.013410304069519043, | |
0.013301792144775391, | |
0.013242400169372559, | |
0.01326591968536377, | |
0.013396991729736327, | |
0.013179712295532227, | |
0.01347481632232666, | |
0.013765631675720215, | |
0.013834112167358399, | |
0.013546367645263672, | |
0.013280256271362305, | |
0.013222016334533692, | |
0.013327360153198242, | |
0.013271039962768554, | |
0.013602815628051757, | |
0.014229503631591797, | |
0.014032896041870118, | |
0.013546496391296388, | |
0.013560832023620606, | |
0.013429759979248047, | |
0.013419520378112794, | |
0.013345824241638184, | |
0.012782591819763184, | |
0.012999775886535645, | |
0.013128704071044921, | |
0.012957695960998536, | |
0.012893183708190918, | |
0.01291155242919922, | |
0.012934240341186523, | |
0.012900223731994629, | |
0.013373439788818359, | |
0.013839360237121581, | |
0.01381987190246582, | |
0.013644800186157227, | |
0.013649920463562011, | |
0.013461503982543945, | |
0.01348300838470459, | |
0.013395968437194825, | |
0.013441056251525878, | |
0.013372447967529297, | |
0.01358028793334961, | |
0.013527039527893067, | |
0.013451264381408692, | |
0.013373439788818359, | |
0.013485024452209473, | |
0.01344102382659912, | |
0.013418496131896973, | |
0.013413472175598145, | |
0.013431743621826172, | |
0.013547679901123048, | |
0.013586496353149414, | |
0.013417471885681152, | |
0.013396991729736327 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 74.1268837263788 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5601429115298165e-07, | |
"ram": 8.48876546085235e-08, | |
"gpu": 3.338458659220762e-07, | |
"total": 5.747478116835814e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1739893.5318618224 | |
} | |
} | |
} | |
} |