IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
8154445
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "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": "0.5.0", | |
| "optimum_benchmark_commit": "306b62b09358b573061bd4584566f747057b6e0f", | |
| "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": 941.54752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.319432319000043, | |
| "mean": 4.319432319000043, | |
| "stdev": 0.0, | |
| "p50": 4.319432319000043, | |
| "p90": 4.319432319000043, | |
| "p95": 4.319432319000043, | |
| "p99": 4.319432319000043, | |
| "values": [ | |
| 4.319432319000043 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8097125494446246e-05, | |
| "ram": 2.011311182004607e-06, | |
| "gpu": 0, | |
| "total": 5.0108436676450854e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 949.018624, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.0081004320001057, | |
| "mean": 0.032519368774196956, | |
| "stdev": 0.0010170840357302435, | |
| "p50": 0.0321329489999016, | |
| "p90": 0.03387345900000582, | |
| "p95": 0.03476322550000077, | |
| "p99": 0.035397209500013106, | |
| "values": [ | |
| 0.03263077600001907, | |
| 0.031984562000047845, | |
| 0.032088896999994176, | |
| 0.03184713699999975, | |
| 0.032259554999996, | |
| 0.032121228000050905, | |
| 0.03189243899998928, | |
| 0.03209893599989755, | |
| 0.033743026000024656, | |
| 0.032180057000005036, | |
| 0.032148807999988094, | |
| 0.03387345900000582, | |
| 0.03474118500002987, | |
| 0.03272485100001177, | |
| 0.03478526599997167, | |
| 0.03265692400009357, | |
| 0.03225747099997989, | |
| 0.032694524000021374, | |
| 0.032056327000077545, | |
| 0.03334370200002468, | |
| 0.0321329489999016, | |
| 0.032248944000002666, | |
| 0.031929569999988416, | |
| 0.03162770899996303, | |
| 0.03194322599995303, | |
| 0.03168993400004183, | |
| 0.032003277000058006, | |
| 0.03102781099994445, | |
| 0.03179564300000948, | |
| 0.03565947100003086, | |
| 0.03191276799998377 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.750904390046678 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2209378684027904e-06, | |
| "ram": 5.1052940761990596e-08, | |
| "gpu": 0.0, | |
| "total": 1.271990809164781e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 786169.2024776684 | |
| } | |
| } | |
| } | |
| } |