IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
396861e
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "5", | |
| "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": 1041.96096, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 47222.341632, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 12.1803720703125, | |
| "mean": 12.1803720703125, | |
| "stdev": 0.0, | |
| "p50": 12.1803720703125, | |
| "p90": 12.1803720703125, | |
| "p95": 12.1803720703125, | |
| "p99": 12.1803720703125, | |
| "values": [ | |
| 12.1803720703125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1158.94272, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 261767.532544, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 123, | |
| "total": 0.9982160813808436, | |
| "mean": 0.008115577897405237, | |
| "stdev": 0.0032899630196514484, | |
| "p50": 0.008003822326660156, | |
| "p90": 0.008304204750061035, | |
| "p95": 0.008550555610656738, | |
| "p99": 0.017931759643554698, | |
| "values": [ | |
| 0.008213260650634765, | |
| 0.008308140754699708, | |
| 0.008439499855041504, | |
| 0.008233580589294433, | |
| 0.00814318084716797, | |
| 0.008109101295471191, | |
| 0.008069421768188477, | |
| 0.008380780220031738, | |
| 0.008196141242980957, | |
| 0.008251020431518555, | |
| 0.008115341186523437, | |
| 0.008046221733093262, | |
| 0.008141261100769043, | |
| 0.009677257537841797, | |
| 0.008267980575561523, | |
| 0.008049901962280273, | |
| 0.008006860733032226, | |
| 0.007920300960540772, | |
| 0.007927661895751953, | |
| 0.007958701133728027, | |
| 0.008079501152038574, | |
| 0.008006861686706543, | |
| 0.03923622894287109, | |
| 0.0023652749061584474, | |
| 0.0025031940937042235, | |
| 0.002256633996963501, | |
| 0.0024265549182891847, | |
| 0.0023111939430236817, | |
| 0.006659345149993896, | |
| 0.00790670108795166, | |
| 0.007919342041015624, | |
| 0.007844621181488038, | |
| 0.007895661830902099, | |
| 0.007847342014312744, | |
| 0.007858222007751464, | |
| 0.007975341796875, | |
| 0.007944941997528076, | |
| 0.007857101917266846, | |
| 0.007969101905822755, | |
| 0.007936301231384278, | |
| 0.008024781227111817, | |
| 0.00787102222442627, | |
| 0.00814318084716797, | |
| 0.007928141117095947, | |
| 0.007875661849975586, | |
| 0.007972301006317139, | |
| 0.007945900917053222, | |
| 0.007920301914215088, | |
| 0.00795534086227417, | |
| 0.007926221847534179, | |
| 0.008015341758728027, | |
| 0.007975660800933837, | |
| 0.0079305419921875, | |
| 0.007889262199401855, | |
| 0.008112940788269043, | |
| 0.008071181297302246, | |
| 0.008001420974731445, | |
| 0.008003822326660156, | |
| 0.008019981384277343, | |
| 0.008117581367492676, | |
| 0.00801486110687256, | |
| 0.008039501190185547, | |
| 0.008099660873413086, | |
| 0.00855165958404541, | |
| 0.008028781890869141, | |
| 0.008097742080688477, | |
| 0.007928940773010254, | |
| 0.007928781986236573, | |
| 0.007939981937408446, | |
| 0.007938220977783203, | |
| 0.007923982143402099, | |
| 0.007898860931396485, | |
| 0.008069741249084472, | |
| 0.008013742446899414, | |
| 0.007986701011657715, | |
| 0.020259952545166014, | |
| 0.0024014339447021482, | |
| 0.005371986865997314, | |
| 0.008817099571228027, | |
| 0.008540619850158691, | |
| 0.008393420219421386, | |
| 0.008195341110229492, | |
| 0.008200461387634278, | |
| 0.00817806053161621, | |
| 0.008098702430725097, | |
| 0.008128461837768554, | |
| 0.00822606086730957, | |
| 0.00816654109954834, | |
| 0.008288460731506348, | |
| 0.008118380546569824, | |
| 0.008028461456298827, | |
| 0.008008621215820312, | |
| 0.008098060607910157, | |
| 0.008110220909118653, | |
| 0.008395021438598632, | |
| 0.00811390209197998, | |
| 0.007985422134399414, | |
| 0.008125741004943848, | |
| 0.007981581211090088, | |
| 0.00795918083190918, | |
| 0.007911342144012451, | |
| 0.00798974084854126, | |
| 0.007980621814727784, | |
| 0.008268621444702149, | |
| 0.008739660263061524, | |
| 0.009272137641906738, | |
| 0.008180940628051758, | |
| 0.007823822021484374, | |
| 0.008163661003112792, | |
| 0.007851821899414062, | |
| 0.007850061893463135, | |
| 0.007867660999298096, | |
| 0.007804622173309326, | |
| 0.007822862148284912, | |
| 0.008195500373840332, | |
| 0.007863020896911621, | |
| 0.007820462226867676, | |
| 0.007889420986175536, | |
| 0.00791582202911377, | |
| 0.007810542106628418, | |
| 0.007817262172698975, | |
| 0.007941741943359375, | |
| 0.007826702117919922 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 123.21981412065875 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |