IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
78b4369
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "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": 2, | |
| "sequence_length": 16 | |
| }, | |
| "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": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "30d59f77b3a4baa0f318abd9cdf0d949062137ca", | |
| "transformers_version": "4.46.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.1.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.31.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.11", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1139.523584, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7314716399999952 | |
| ], | |
| "count": 1, | |
| "total": 1.7314716399999952, | |
| "mean": 1.7314716399999952, | |
| "p50": 1.7314716399999952, | |
| "p90": 1.7314716399999952, | |
| "p95": 1.7314716399999952, | |
| "p99": 1.7314716399999952, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1026.29376, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.10497549600000866, | |
| 0.10531619500000033, | |
| 0.10812076100000922, | |
| 0.10596555500001159, | |
| 0.10530701799999065, | |
| 0.10334926199999472, | |
| 0.09877722900000663 | |
| ], | |
| "count": 7, | |
| "total": 0.7318115160000218, | |
| "mean": 0.1045445022857174, | |
| "p50": 0.10530701799999065, | |
| "p90": 0.10682763740001064, | |
| "p95": 0.10747419920000993, | |
| "p99": 0.10799144864000937, | |
| "stdev": 0.0026955453501389033, | |
| "stdev_": 2.5783712114980926 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 306.0897445620319 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 3.917944212777782e-06, | |
| "ram": 1.637375273390398e-07, | |
| "gpu": 0.0, | |
| "total": 4.081681740116822e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7839905.714717515 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1026.371584, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.04224208100001192, | |
| 0.045039424000009376, | |
| 0.0427991579999798, | |
| 0.04220509199998901, | |
| 0.04259433300001092, | |
| 0.041592571999984784, | |
| 0.04100522799998885 | |
| ], | |
| "count": 7, | |
| "total": 0.29747788799997466, | |
| "mean": 0.04249684114285352, | |
| "p50": 0.04224208100001192, | |
| "p90": 0.04369526439999163, | |
| "p95": 0.0443673442000005, | |
| "p99": 0.0449050080400076, | |
| "stdev": 0.0011806935294424918, | |
| "stdev_": 2.7783089229469544 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 47.062321485895424 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5316857587500277e-06, | |
| "ram": 6.402364059602202e-08, | |
| "gpu": 0.0, | |
| "total": 1.59570939934605e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1253361.0448240987 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.041837331000010636, | |
| 0.04455237900000952, | |
| 0.042385260999992624, | |
| 0.04179825800000003, | |
| 0.042201064000011, | |
| 0.04123598300000708, | |
| 0.04065107399998169 | |
| ], | |
| "count": 7, | |
| "total": 0.2946613500000126, | |
| "mean": 0.04209447857143037, | |
| "p50": 0.041837331000010636, | |
| "p90": 0.04325210819999938, | |
| "p95": 0.04390224360000445, | |
| "p99": 0.044422351920008506, | |
| "stdev": 0.0011408951557322867, | |
| "stdev_": 2.7103201998245328 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 47.51216947862148 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |