{ "config": { "name": "cpu_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch", "backend": { "name": "pytorch", "version": "2.7.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "model": "hf-internal-testing/tiny-stable-diffusion-torch", "processor": "hf-internal-testing/tiny-stable-diffusion-torch", "task": "text-to-image", "library": "diffusers", "model_type": "stable-diffusion", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "device_map": null, "torch_dtype": null, "eval_mode": true, "to_bettertransformer": false, "low_cpu_mem_usage": null, "attn_implementation": null, "cache_implementation": null, "allow_tf32": false, "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, "num_choices": 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": null, "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16766.410752, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.11.0-1012-azure-x86_64-with-glibc2.39", "processor": "x86_64", "python_version": "3.10.17", "optimum_benchmark_version": "0.6.0.dev0", "optimum_benchmark_commit": "78d6fd7c05e4903fc03580f46bd45ef32863e57b", "transformers_version": "4.51.3", "transformers_commit": null, "accelerate_version": "1.6.0", "accelerate_commit": null, "diffusers_version": "0.33.1", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.15", "timm_commit": null, "peft_version": null, "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "load_model": { "memory": { "unit": "MB", "max_ram": 489.90208, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.6115925789999892 ], "count": 1, "total": 0.6115925789999892, "mean": 0.6115925789999892, "p50": 0.6115925789999892, "p90": 0.6115925789999892, "p95": 0.6115925789999892, "p99": 0.6115925789999892, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00010639622588517244, "ram": 1.4329550830555604e-05, "gpu": 0, "total": 0.00012072577671572805 }, "efficiency": null }, "first_call": { "memory": { "unit": "MB", "max_ram": 578.371584, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 1.3962514140000053 ], "count": 1, "total": 1.3962514140000053, "mean": 1.3962514140000053, "p50": 1.3962514140000053, "p90": 1.3962514140000053, "p95": 1.3962514140000053, "p99": 1.3962514140000053, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00013782902939761725, "ram": 1.6380328886111157e-05, "gpu": 0, "total": 0.0001542093582837284 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 584.531968, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 1.3451378820000173 ], "count": 1, "total": 1.3451378820000173, "mean": 1.3451378820000173, "p50": 1.3451378820000173, "p90": 1.3451378820000173, "p95": 1.3451378820000173, "p99": 1.3451378820000173, "stdev": 0, "stdev_": 0 }, "throughput": { "unit": "images/s", "value": 1.486836425293667 }, "energy": { "unit": "kWh", "cpu": 4.485796616769986e-05, "ram": 5.313047863888994e-06, "gpu": 0.0, "total": 5.0171014031588884e-05 }, "efficiency": { "unit": "images/kWh", "value": 39863.65511250683 } }, "per_step": { "memory": null, "latency": { "unit": "s", "values": [ 0.398549413000012, 0.39337494999995215 ], "count": 2, "total": 0.7919243629999642, "mean": 0.3959621814999821, "p50": 0.3959621814999821, "p90": 0.398031966700006, "p95": 0.39829068985000904, "p99": 0.39849766837001144, "stdev": 0.0025872315000299295, "stdev_": 0.6534036887636571 }, "throughput": null, "energy": null, "efficiency": null } } }