
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
7f94d44
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": 66697.248768, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.228-219.884.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": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 816.4352, | |
"max_global_vram": 1410.859008, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.07825520324707032 | |
], | |
"count": 1, | |
"total": 0.07825520324707032, | |
"mean": 0.07825520324707032, | |
"p50": 0.07825520324707032, | |
"p90": 0.07825520324707032, | |
"p95": 0.07825520324707032, | |
"p99": 0.07825520324707032, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1202.630656, | |
"max_global_vram": 1444.41344, | |
"max_process_vram": 0.0, | |
"max_reserved": 796.91776, | |
"max_allocated": 757.115392 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.014751744270324708, | |
0.014681216239929198, | |
0.014492671966552734, | |
0.01460223960876465, | |
0.014652416229248047, | |
0.014416000366210938, | |
0.014652416229248047, | |
0.014395263671875, | |
0.01477017593383789, | |
0.015264767646789551, | |
0.015597536087036132, | |
0.014727168083190918, | |
0.014755680084228515, | |
0.014540800094604492, | |
0.01460531234741211, | |
0.014849023818969726, | |
0.014583904266357422, | |
0.01462662410736084, | |
0.014464991569519043, | |
0.014594176292419433, | |
0.014728192329406739, | |
0.014630911827087402, | |
0.01451417636871338, | |
0.014470239639282227, | |
0.01440665626525879, | |
0.014529536247253418, | |
0.014655488014221191, | |
0.01511740779876709, | |
0.014732288360595704, | |
0.014931967735290527, | |
0.014538751602172852, | |
0.015047552108764649, | |
0.015527968406677245, | |
0.015152128219604492, | |
0.015147007942199708, | |
0.015265791893005372, | |
0.015366144180297851, | |
0.015195136070251464, | |
0.015509504318237305, | |
0.015443967819213868, | |
0.01529535961151123, | |
0.015346688270568848, | |
0.015247360229492187, | |
0.015130623817443848, | |
0.01510707187652588, | |
0.014858240127563477, | |
0.014872575759887695, | |
0.014893983840942383, | |
0.014972000122070313, | |
0.01477017593383789, | |
0.01477129554748535, | |
0.014863360404968261, | |
0.014733311653137206, | |
0.014849023818969726, | |
0.014750720024108887, | |
0.014740480422973632, | |
0.014763008117675782, | |
0.014714879989624024, | |
0.014911487579345703, | |
0.01477734375, | |
0.014728192329406739, | |
0.014862336158752442, | |
0.014866432189941407, | |
0.014723039627075196, | |
0.014775296211242676, | |
0.014927807807922364, | |
0.015110112190246583, | |
0.015076319694519042 | |
], | |
"count": 68, | |
"total": 1.0103734731674192, | |
"mean": 0.014858433428932638, | |
"p50": 0.01477073574066162, | |
"p90": 0.01527466220855713, | |
"p95": 0.015416729545593262, | |
"p99": 0.015550925741195678, | |
"stdev": 0.00029273055469879736, | |
"stdev_": 1.9701306742660136 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 134.60369221061757 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7383146123189885e-07, | |
"ram": 9.497690944738346e-08, | |
"gpu": 3.8916697800001104e-07, | |
"total": 6.579753486792935e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3039627.55445847 | |
} | |
} | |
} | |
} |