IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
08e8c0a
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": "a074a05b924b05dffbc3b2f3392d72d3b68c22b7", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.1", | |
| "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": 947.687424, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.470951016000015, | |
| "mean": 4.470951016000015, | |
| "stdev": 0.0, | |
| "p50": 4.470951016000015, | |
| "p90": 4.470951016000015, | |
| "p95": 4.470951016000015, | |
| "p99": 4.470951016000015, | |
| "values": [ | |
| 4.470951016000015 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.7995441977779296e-05, | |
| "ram": 2.0059753672926288e-06, | |
| "gpu": 0, | |
| "total": 5.0001417345071924e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.027456, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.0239224330001662, | |
| "mean": 0.033029755903231164, | |
| "stdev": 0.002055639512860797, | |
| "p50": 0.031649369000035676, | |
| "p90": 0.03572419000005311, | |
| "p95": 0.03626321199999438, | |
| "p99": 0.036523793099985366, | |
| "values": [ | |
| 0.0353970570000115, | |
| 0.035619694999979856, | |
| 0.035141757000019425, | |
| 0.03521285199997237, | |
| 0.03572419000005311, | |
| 0.03619043600002669, | |
| 0.03633598799996207, | |
| 0.03660428099999535, | |
| 0.035169115999963196, | |
| 0.03550350000000435, | |
| 0.03492974400001003, | |
| 0.03106870900001013, | |
| 0.03174040000004652, | |
| 0.03162249800004702, | |
| 0.03113258999997015, | |
| 0.031155482000031043, | |
| 0.03137297000000672, | |
| 0.031254218000015044, | |
| 0.031403137000040715, | |
| 0.031084738999993533, | |
| 0.031110937999983435, | |
| 0.03137702800000852, | |
| 0.031649369000035676, | |
| 0.03169308999997611, | |
| 0.03121753800002125, | |
| 0.03143927399997892, | |
| 0.03156523100000186, | |
| 0.031012563999979648, | |
| 0.031241253000018787, | |
| 0.03371075600000495, | |
| 0.03424203299999817 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.275730857041367 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1960842691919276e-06, | |
| "ram": 4.9986699298903736e-08, | |
| "gpu": 0.0, | |
| "total": 1.2460709684908312e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 802522.5089796787 | |
| } | |
| } | |
| } | |
| } |