IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
8cb2705
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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "d3c098f7db730a120ce09e9c390325447583d3b3", | |
| "transformers_version": "4.43.2", | |
| "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": 946.991104, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.278040562000001, | |
| "mean": 4.278040562000001, | |
| "stdev": 0.0, | |
| "p50": 4.278040562000001, | |
| "p90": 4.278040562000001, | |
| "p95": 4.278040562000001, | |
| "p99": 4.278040562000001, | |
| "values": [ | |
| 4.278040562000001 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.833392964469062e-05, | |
| "ram": 2.020131797742124e-06, | |
| "gpu": 0, | |
| "total": 5.0354061442432745e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.724352, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.0234726710001496, | |
| "mean": 0.03301524745161773, | |
| "stdev": 0.001192235179293202, | |
| "p50": 0.033371417000012116, | |
| "p90": 0.034147597000014684, | |
| "p95": 0.03425226249999014, | |
| "p99": 0.03445050070001798, | |
| "values": [ | |
| 0.03375662700000248, | |
| 0.03371318599999995, | |
| 0.03273664200003168, | |
| 0.0318252309999707, | |
| 0.034189615000002505, | |
| 0.03379189200001065, | |
| 0.033695161000025564, | |
| 0.03358232099998304, | |
| 0.03270986199999015, | |
| 0.03226942100002361, | |
| 0.03064585800001396, | |
| 0.03347900900001832, | |
| 0.033449662999998964, | |
| 0.03336369199996625, | |
| 0.033371417000012116, | |
| 0.033215976999997565, | |
| 0.031996070000047894, | |
| 0.034147597000014684, | |
| 0.03279353800002127, | |
| 0.03357466699998213, | |
| 0.03305945500000007, | |
| 0.03269648599996344, | |
| 0.0323152750000304, | |
| 0.03124145999998973, | |
| 0.03278973099997984, | |
| 0.03392334700004085, | |
| 0.034508611000035216, | |
| 0.03431490999997777, | |
| 0.034110736999991786, | |
| 0.033559989000025325, | |
| 0.02864522400000169 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.289035436292046 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1101457439822916e-06, | |
| "ram": 4.6395691735199304e-08, | |
| "gpu": 0.0, | |
| "total": 1.156541435717491e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 864646.9284341928 | |
| } | |
| } | |
| } | |
| } |