IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
6c13d31
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-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": 66697.29792, | |
| "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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.41.0", | |
| "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": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 902.111232, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 508.993536 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 146, | |
| "total": 1.0017545933723446, | |
| "mean": 0.00686133283131743, | |
| "stdev": 0.00022478749861737731, | |
| "p50": 0.006814208030700684, | |
| "p90": 0.007130112171173096, | |
| "p95": 0.007191807985305786, | |
| "p99": 0.007352694368362428, | |
| "values": [ | |
| 0.007672832012176513, | |
| 0.007218175888061523, | |
| 0.00728985595703125, | |
| 0.007216127872467041, | |
| 0.007291903972625732, | |
| 0.007192575931549072, | |
| 0.007196735858917236, | |
| 0.007189504146575928, | |
| 0.0071157760620117185, | |
| 0.007012351989746094, | |
| 0.007064576148986816, | |
| 0.00707583999633789, | |
| 0.006959104061126709, | |
| 0.006980607986450196, | |
| 0.007048192024230957, | |
| 0.007105472087860107, | |
| 0.0071526398658752445, | |
| 0.007107583999633789, | |
| 0.007102464199066162, | |
| 0.007013376235961914, | |
| 0.007046144008636474, | |
| 0.007104512214660645, | |
| 0.00677785587310791, | |
| 0.006796288013458252, | |
| 0.007135231971740722, | |
| 0.007060480117797851, | |
| 0.007051263809204102, | |
| 0.007012351989746094, | |
| 0.007096320152282715, | |
| 0.007071743965148926, | |
| 0.006959104061126709, | |
| 0.006910975933074951, | |
| 0.007020607948303222, | |
| 0.007007232189178467, | |
| 0.006972415924072266, | |
| 0.007012351989746094, | |
| 0.007014400005340577, | |
| 0.007181312084197998, | |
| 0.007105535984039306, | |
| 0.006952896118164063, | |
| 0.007132160186767578, | |
| 0.007093247890472412, | |
| 0.0070830078125, | |
| 0.007094207763671875, | |
| 0.007032832145690918, | |
| 0.007035903930664063, | |
| 0.007079936027526855, | |
| 0.007020544052124023, | |
| 0.007028736114501953, | |
| 0.007003136157989502, | |
| 0.007073791980743408, | |
| 0.007121920108795166, | |
| 0.006647808074951172, | |
| 0.006618112087249756, | |
| 0.0066938881874084475, | |
| 0.0066447358131408694, | |
| 0.006815743923187256, | |
| 0.0070522880554199216, | |
| 0.007104512214660645, | |
| 0.007188479900360107, | |
| 0.007104512214660645, | |
| 0.007161856174468994, | |
| 0.007128064155578613, | |
| 0.007067647933959961, | |
| 0.0070594558715820314, | |
| 0.00695091199874878, | |
| 0.007021567821502686, | |
| 0.007000031948089599, | |
| 0.006882304191589355, | |
| 0.006806528091430664, | |
| 0.006814720153808594, | |
| 0.006947840213775635, | |
| 0.006847487926483154, | |
| 0.0066713600158691405, | |
| 0.006604800224304199, | |
| 0.006678463935852051, | |
| 0.0068986878395080565, | |
| 0.006803391933441162, | |
| 0.006855679988861084, | |
| 0.006763519763946534, | |
| 0.00684438419342041, | |
| 0.006896639823913574, | |
| 0.006989823818206787, | |
| 0.006709248065948486, | |
| 0.006723616123199463, | |
| 0.006727744102478028, | |
| 0.0067573761940002445, | |
| 0.006900735855102539, | |
| 0.0067010560035705566, | |
| 0.006597631931304931, | |
| 0.006689792156219483, | |
| 0.006614016056060791, | |
| 0.006612991809844971, | |
| 0.006622208118438721, | |
| 0.006813695907592773, | |
| 0.006635519981384277, | |
| 0.0066744318008422855, | |
| 0.006654975891113281, | |
| 0.0066119680404663084, | |
| 0.006602752208709717, | |
| 0.0066744318008422855, | |
| 0.00661411190032959, | |
| 0.006608895778656006, | |
| 0.006624256134033203, | |
| 0.0066109437942504885, | |
| 0.006649792194366455, | |
| 0.0066406397819519045, | |
| 0.006575104236602783, | |
| 0.006643712043762207, | |
| 0.006593535900115967, | |
| 0.006603775978088379, | |
| 0.006636544227600098, | |
| 0.006626304149627686, | |
| 0.006615039825439453, | |
| 0.0066979842185974124, | |
| 0.006609920024871826, | |
| 0.0066304001808166506, | |
| 0.006625279903411865, | |
| 0.006615039825439453, | |
| 0.0065771517753601075, | |
| 0.006608895778656006, | |
| 0.006617087841033936, | |
| 0.00661513614654541, | |
| 0.0066713919639587406, | |
| 0.006609920024871826, | |
| 0.006608895778656006, | |
| 0.006652927875518798, | |
| 0.006604800224304199, | |
| 0.006625279903411865, | |
| 0.006632448196411133, | |
| 0.00662937593460083, | |
| 0.006692863941192627, | |
| 0.006657023906707763, | |
| 0.0067420158386230465, | |
| 0.006618112087249756, | |
| 0.006669312000274658, | |
| 0.0066344962120056155, | |
| 0.006626304149627686, | |
| 0.006731776237487793, | |
| 0.006737919807434082, | |
| 0.006752255916595459, | |
| 0.007402431964874267, | |
| 0.006774784088134766, | |
| 0.006662144184112549, | |
| 0.006626304149627686, | |
| 0.006768671989440918 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 145.74427805566634 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.763260308607125e-08, | |
| "ram": 4.2437114301291705e-08, | |
| "gpu": 1.4099684482352923e-07, | |
| "total": 2.610665622108922e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3830440.7563010305 | |
| } | |
| } | |
| } | |
| } |