IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
ded513e
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "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": false, | |
| "device_isolation_action": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.7712, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "a1444c36681b929bf906510506a895d0c17c0e4a", | |
| "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": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 941.461504, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.292093012999999, | |
| "mean": 4.292093012999999, | |
| "stdev": 0.0, | |
| "p50": 4.292093012999999, | |
| "p90": 4.292093012999999, | |
| "p95": 4.292093012999999, | |
| "p99": 4.292093012999999, | |
| "values": [ | |
| 4.292093012999999 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8314614522221045e-05, | |
| "ram": 2.020466889622242e-06, | |
| "gpu": 0, | |
| "total": 5.033508141184329e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 952.34048, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 22, | |
| "total": 1.016796420999981, | |
| "mean": 0.04621801913636277, | |
| "stdev": 0.0019826111455200253, | |
| "p50": 0.04674914849999823, | |
| "p90": 0.04770995960001869, | |
| "p95": 0.04792769090000206, | |
| "p99": 0.04807779158001665, | |
| "values": [ | |
| 0.04700999099998171, | |
| 0.04705697899998995, | |
| 0.04565589099996714, | |
| 0.047738582000022234, | |
| 0.04676013400001011, | |
| 0.04740796400000136, | |
| 0.046738162999986343, | |
| 0.04550828499998261, | |
| 0.04811504600002081, | |
| 0.046497954000017216, | |
| 0.04726293400000259, | |
| 0.04569048500002282, | |
| 0.047937644000001, | |
| 0.046319782000011855, | |
| 0.047452357999986816, | |
| 0.046888052999975116, | |
| 0.04639027400003215, | |
| 0.04688416699997333, | |
| 0.04645150800001829, | |
| 0.046274686999993264, | |
| 0.04118329499999618, | |
| 0.039572244999988015 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 21.636582845525588 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5371881239316773e-06, | |
| "ram": 6.427920122953953e-08, | |
| "gpu": 0.0, | |
| "total": 1.6014673251612168e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 624427.3512725786 | |
| } | |
| } | |
| } | |
| } |