IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a7f09e7
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+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": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "216172cce43782fde4b122f6e48861527790c13a", | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 945.672192, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.36957617600001, | |
| "mean": 4.36957617600001, | |
| "stdev": 0.0, | |
| "p50": 4.36957617600001, | |
| "p90": 4.36957617600001, | |
| "p95": 4.36957617600001, | |
| "p99": 4.36957617600001, | |
| "values": [ | |
| 4.36957617600001 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.939924853888916e-05, | |
| "ram": 2.064617710205256e-06, | |
| "gpu": 0, | |
| "total": 5.146386624909442e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.143296, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0216402600000265, | |
| "mean": 0.03522897448275954, | |
| "stdev": 0.0008352617613565337, | |
| "p50": 0.03535314699996661, | |
| "p90": 0.03627411679999568, | |
| "p95": 0.03642051660002608, | |
| "p99": 0.03654368027999453, | |
| "values": [ | |
| 0.03560002999995504, | |
| 0.03552589200000966, | |
| 0.03461953400000084, | |
| 0.033997639000006075, | |
| 0.03580648700000211, | |
| 0.03588350199999013, | |
| 0.035639303000039035, | |
| 0.0352506649999782, | |
| 0.03445618699998931, | |
| 0.03455127600000196, | |
| 0.03371807600001375, | |
| 0.03587102800003095, | |
| 0.03535314699996661, | |
| 0.03519682500001409, | |
| 0.03498917599995366, | |
| 0.03439282900001217, | |
| 0.03416147599995156, | |
| 0.036327192000044306, | |
| 0.03529585000001134, | |
| 0.035988637000002655, | |
| 0.03550658500000736, | |
| 0.03586502699999983, | |
| 0.0351844920000417, | |
| 0.03445304199999555, | |
| 0.036260847999983525, | |
| 0.03648273300001392, | |
| 0.03656738199998699, | |
| 0.03550294900003337, | |
| 0.0331924509999908 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.385725519469297 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1868435079124825e-06, | |
| "ram": 4.960058894560267e-08, | |
| "gpu": 0.0, | |
| "total": 1.2364440968580853e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 808770.895943528 | |
| } | |
| } | |
| } | |
| } |