{ "config": { "name": "cpu_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch", "backend": { "name": "pytorch", "version": "2.5.1", "_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, "tp_plan": null, "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 7742 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 540671.643648, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.4.0-166-generic-x86_64-with-glibc2.31", "processor": "x86_64", "python_version": "3.10.18", "gpu": [ "NVIDIA A100-SXM4-80GB", "NVIDIA A100-SXM4-80GB", "NVIDIA A100-SXM4-80GB", "NVIDIA DGX Display", "NVIDIA A100-SXM4-80GB" ], "gpu_count": 5, "gpu_vram_mb": 347892350976, "optimum_benchmark_version": "0.6.0.dev0", "optimum_benchmark_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db", "transformers_version": "4.45.1", "transformers_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db", "accelerate_version": "1.10.0", "accelerate_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db", "diffusers_version": "0.34.0", "diffusers_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db", "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.19", "timm_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db", "peft_version": "0.17.0", "peft_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db" }, "print_report": true, "log_report": true }, "report": { "load_model": { "memory": { "unit": "MB", "max_ram": 680.431616, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.6742532183416188 ], "count": 1, "total": 0.6742532183416188, "mean": 0.6742532183416188, "p50": 0.6742532183416188, "p90": 0.6742532183416188, "p95": 0.6742532183416188, "p99": 0.6742532183416188, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00017666592124442103, "ram": 0.0002965177055206111, "gpu": 0.0004480556362267407, "total": 0.0009212392629917728 }, "efficiency": null }, "first_call": { "memory": { "unit": "MB", "max_ram": 779.108352, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.5517216552980244 ], "count": 1, "total": 0.5517216552980244, "mean": 0.5517216552980244, "p50": 0.5517216552980244, "p90": 0.5517216552980244, "p95": 0.5517216552980244, "p99": 0.5517216552980244, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.0001706013792136218, "ram": 0.00028633821720513677, "gpu": 0.0004524906397662676, "total": 0.0009094302361850263 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 812.261376, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.3780691958963871, 0.3844814212061465, 0.37072358187288046 ], "count": 3, "total": 1.133274198975414, "mean": 0.37775806632513803, "p50": 0.3780691958963871, "p90": 0.3831989761441946, "p95": 0.38384019867517055, "p99": 0.3843531766999513, "stdev": 0.005620921453971145, "stdev_": 1.4879686114056907 }, "throughput": { "unit": "images/s", "value": 5.294393894632527 }, "energy": { "unit": "kWh", "cpu": 1.1876363409101027e-05, "ram": 1.9930023684434765e-05, "gpu": 2.9147245539225725e-05, "total": 6.0953632632761665e-05 }, "efficiency": { "unit": "images/kWh", "value": 32811.826196639675 } }, "per_step": { "memory": null, "latency": { "unit": "s", "values": [ 0.10889927484095097, 0.11024577030912042, 0.10889927484095097, 0.11024577030912042, 0.15924190590158105, 0.10975479986518621, 0.11464154301211238, 0.10889927484095097, 0.11024577030912042, 0.15924190590158105, 0.10975479986518621, 0.11464154301211238, 0.15594237903133035, 0.10731132794171572, 0.10624416591599584 ], "count": 15, "total": 1.7942095058970153, "mean": 0.11961396705980103, "p50": 0.11024577030912042, "p90": 0.15792209515348077, "p95": 0.15924190590158105, "p99": 0.15924190590158105, "stdev": 0.019394443668980483, "stdev_": 16.214196507071975 }, "throughput": null, "energy": null, "efficiency": null } } }