IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d3ee454
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "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": {}, | |
| "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": 66697.293824, | |
| "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": "4.43.1", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 718.880768, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.19344970703125, | |
| "mean": 7.19344970703125, | |
| "stdev": 0.0, | |
| "p50": 7.19344970703125, | |
| "p90": 7.19344970703125, | |
| "p95": 7.19344970703125, | |
| "p99": 7.19344970703125, | |
| "values": [ | |
| 7.19344970703125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.252953860494827e-07, | |
| "ram": 4.6638293161635153e-07, | |
| "gpu": 1.7013902500000698e-06, | |
| "total": 3.093068567665904e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 918.54848, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 136, | |
| "total": 0.9962400646209718, | |
| "mean": 0.0073252945928012625, | |
| "stdev": 0.000316504962144963, | |
| "p50": 0.007422463893890381, | |
| "p90": 0.007647232055664062, | |
| "p95": 0.00776857590675354, | |
| "p99": 0.007942400002479554, | |
| "values": [ | |
| 0.007939072132110595, | |
| 0.007831552028656007, | |
| 0.007702527999877929, | |
| 0.007680992126464844, | |
| 0.007659520149230957, | |
| 0.007543807983398438, | |
| 0.007435264110565186, | |
| 0.007463935852050781, | |
| 0.007459839820861816, | |
| 0.007413760185241699, | |
| 0.007477248191833496, | |
| 0.007448575973510742, | |
| 0.007390207767486572, | |
| 0.007615488052368164, | |
| 0.007449600219726562, | |
| 0.007479231834411621, | |
| 0.007505919933319092, | |
| 0.007456768035888672, | |
| 0.007515135765075683, | |
| 0.007416831970214844, | |
| 0.008734720230102539, | |
| 0.0076277761459350585, | |
| 0.007417856216430664, | |
| 0.007527423858642578, | |
| 0.007500768184661865, | |
| 0.007465983867645264, | |
| 0.007459839820861816, | |
| 0.007461887836456299, | |
| 0.007473152160644531, | |
| 0.007525375843048096, | |
| 0.00748748779296875, | |
| 0.007434239864349365, | |
| 0.007321599960327148, | |
| 0.007357439994812012, | |
| 0.007422976016998291, | |
| 0.0074291200637817386, | |
| 0.007422976016998291, | |
| 0.007944191932678223, | |
| 0.0074967041015625, | |
| 0.007536640167236328, | |
| 0.007486464023590088, | |
| 0.007377920150756836, | |
| 0.00742195177078247, | |
| 0.00738918399810791, | |
| 0.007411712169647216, | |
| 0.0074802241325378415, | |
| 0.007486432075500488, | |
| 0.007448575973510742, | |
| 0.00789299201965332, | |
| 0.007411712169647216, | |
| 0.007375872135162354, | |
| 0.007493631839752197, | |
| 0.007529471874237061, | |
| 0.0075673599243164065, | |
| 0.007457791805267334, | |
| 0.00745472002029419, | |
| 0.007482367992401123, | |
| 0.007427072048187256, | |
| 0.007423999786376953, | |
| 0.007582719802856445, | |
| 0.007523327827453613, | |
| 0.007753727912902832, | |
| 0.007673855781555176, | |
| 0.007600128173828125, | |
| 0.007609344005584716, | |
| 0.007611423969268799, | |
| 0.007493631839752197, | |
| 0.007634943962097168, | |
| 0.007385087966918945, | |
| 0.0074414081573486324, | |
| 0.007584767818450928, | |
| 0.007436287879943848, | |
| 0.007363584041595459, | |
| 0.007216127872467041, | |
| 0.007498752117156982, | |
| 0.007391232013702393, | |
| 0.007186431884765625, | |
| 0.0070348801612854, | |
| 0.007066624164581299, | |
| 0.0075222721099853515, | |
| 0.007585792064666748, | |
| 0.007634943962097168, | |
| 0.007813119888305664, | |
| 0.007684095859527588, | |
| 0.007814144134521485, | |
| 0.007520256042480469, | |
| 0.007325695991516113, | |
| 0.007309311866760254, | |
| 0.007106560230255127, | |
| 0.007302144050598145, | |
| 0.007726079940795898, | |
| 0.007032832145690918, | |
| 0.006980607986450196, | |
| 0.006916096210479736, | |
| 0.00693555212020874, | |
| 0.007068672180175781, | |
| 0.006867968082427979, | |
| 0.006965248107910156, | |
| 0.006896607875823975, | |
| 0.006936575889587402, | |
| 0.006875135898590088, | |
| 0.006976511955261231, | |
| 0.006930431842803955, | |
| 0.007109600067138672, | |
| 0.0069008002281188965, | |
| 0.007085055828094483, | |
| 0.006910975933074951, | |
| 0.006963168144226074, | |
| 0.00693452787399292, | |
| 0.007001120090484619, | |
| 0.006900735855102539, | |
| 0.00687718391418457, | |
| 0.006988800048828125, | |
| 0.006969344139099121, | |
| 0.00688640022277832, | |
| 0.00687820816040039, | |
| 0.006938623905181885, | |
| 0.007120895862579346, | |
| 0.006809567928314209, | |
| 0.006975488185882568, | |
| 0.007371744155883789, | |
| 0.007058432102203369, | |
| 0.006887423992156983, | |
| 0.006959104061126709, | |
| 0.006937535762786865, | |
| 0.0069027838706970214, | |
| 0.006876224040985107, | |
| 0.006887423992156983, | |
| 0.006876160144805908, | |
| 0.006979584217071533, | |
| 0.006904831886291504, | |
| 0.006969344139099121, | |
| 0.0068853759765625, | |
| 0.00693555212020874, | |
| 0.006915071964263916, | |
| 0.006875135898590088 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 136.51328111537293 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.582802866097929e-08, | |
| "ram": 4.6794968897699804e-08, | |
| "gpu": 1.6087742686330673e-07, | |
| "total": 2.9350042442198586e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3407150.098571002 | |
| } | |
| } | |
| } | |
| } |