IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
69a248e
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": 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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "c45aecda12da41e3b6f6ac9537d2f41a72709a5a", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": 1115.467776, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.737969369999973, | |
| "mean": 4.737969369999973, | |
| "stdev": 0.0, | |
| "p50": 4.737969369999973, | |
| "p90": 4.737969369999973, | |
| "p95": 4.737969369999973, | |
| "p99": 4.737969369999973, | |
| "values": [ | |
| 4.737969369999973 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.675349341498482e-05, | |
| "ram": 2.7901162198509156e-06, | |
| "gpu": 0, | |
| "total": 6.954360963483573e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 968.871936, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6586129639998717, | |
| "mean": 0.04390753093332478, | |
| "stdev": 0.0022582729693766093, | |
| "p50": 0.04320217899999079, | |
| "p90": 0.04698112419998779, | |
| "p95": 0.04766783000000032, | |
| "p99": 0.04829455400001279, | |
| "values": [ | |
| 0.04320217899999079, | |
| 0.044030057999975725, | |
| 0.04559184900000446, | |
| 0.04238470000001371, | |
| 0.042684955999959584, | |
| 0.04303212899998243, | |
| 0.04645468299997901, | |
| 0.04278509400000985, | |
| 0.04339955099999315, | |
| 0.04733208499999364, | |
| 0.04845123500001591, | |
| 0.0459877849999657, | |
| 0.040945399999998244, | |
| 0.04132536600002368, | |
| 0.04100589399996579 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 45.55027252698574 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6842517587873671e-06, | |
| "ram": 7.03839818120855e-08, | |
| "gpu": 0.0, | |
| "total": 1.7546357405994526e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1139837.7188627888 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.658368, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.4076114330001701, | |
| "mean": 0.027174095533344673, | |
| "stdev": 0.0015729939720465255, | |
| "p50": 0.026621250999994572, | |
| "p90": 0.02914057100001628, | |
| "p95": 0.030075935700023135, | |
| "p99": 0.031018622340010325, | |
| "values": [ | |
| 0.027152722000039375, | |
| 0.028304359999992812, | |
| 0.02612432500001205, | |
| 0.02654275399999051, | |
| 0.026027964000036263, | |
| 0.027006978000031268, | |
| 0.02741259100002935, | |
| 0.02590654599998743, | |
| 0.02957092500003, | |
| 0.03125429400000712, | |
| 0.028495039999995697, | |
| 0.026311367999994673, | |
| 0.026621250999994572, | |
| 0.025184957000021768, | |
| 0.025695358000007218 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 36.79975286658296 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.973152037020084e-07, | |
| "ram": 4.168502214946555e-08, | |
| "gpu": 0.0, | |
| "total": 1.0390002258514744e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 962463.6983889843 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.4023580830001947, | |
| "mean": 0.02682387220001298, | |
| "stdev": 0.0015245783670795408, | |
| "p50": 0.02627002000002676, | |
| "p90": 0.028733680400011962, | |
| "p95": 0.029601294400021058, | |
| "p99": 0.03051677568001537, | |
| "values": [ | |
| 0.02681538699999919, | |
| 0.027960221999990154, | |
| 0.02580280000000812, | |
| 0.026197744000000966, | |
| 0.02569766200002732, | |
| 0.026655837000021165, | |
| 0.02708553600001551, | |
| 0.02555484399999841, | |
| 0.02911085800002411, | |
| 0.03074564600001395, | |
| 0.028167913999993743, | |
| 0.02600285700003724, | |
| 0.02627002000002676, | |
| 0.024889400999995814, | |
| 0.02540135500004226 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 37.280225335979495 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |