{ "config": { "name": "cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch", "backend": { "name": "pytorch", "version": "2.5.1+cu124", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-to-image", "library": "diffusers", "model_type": "stable-diffusion", "model": "hf-internal-testing/tiny-stable-diffusion-torch", "processor": "hf-internal-testing/tiny-stable-diffusion-torch", "device": "cuda", "device_ids": "0", "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, "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": true, "device_isolation_action": "error", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7R32", "cpu_count": 16, "cpu_ram_mb": 66697.248768, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "NVIDIA A10G" ], "gpu_count": 1, "gpu_vram_mb": 24146608128, "optimum_benchmark_version": "0.5.0.dev0", "optimum_benchmark_commit": null, "transformers_version": "4.47.0", "transformers_commit": null, "accelerate_version": "1.2.0", "accelerate_commit": null, "diffusers_version": "0.31.0", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.12", "timm_commit": null, "peft_version": "0.14.0", "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "load_model": { "memory": { "unit": "MB", "max_ram": 802.152448, "max_global_vram": 603.455488, "max_process_vram": 0.0, "max_reserved": 10.48576, "max_allocated": 8.715776 }, "latency": { "unit": "s", "values": [ 0.9504931640625 ], "count": 1, "total": 0.9504931640625, "mean": 0.9504931640625, "p50": 0.9504931640625, "p90": 0.9504931640625, "p95": 0.9504931640625, "p99": 0.9504931640625, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00010691023980208316, "ram": 5.8577059771635014e-05, "gpu": 0.0001434459480899996, "total": 0.00030893324766371777 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 1363.632128, "max_global_vram": 739.770368, "max_process_vram": 0.0, "max_reserved": 88.080384, "max_allocated": 50.459136 }, "latency": { "unit": "s", "values": [ 0.053607105255126956, 0.05725321578979492, 0.053881694793701175, 0.05561967849731445, 0.056958240509033205, 0.0540208969116211, 0.05174576187133789, 0.05029894256591797, 0.050087135314941404, 0.050472320556640624, 0.050431262969970705, 0.0510555191040039, 0.05237932968139648, 0.050105438232421876, 0.052831806182861325, 0.05013011169433594, 0.052751808166503905, 0.0515736312866211, 0.05263824081420899, 0.050246753692626954 ], "count": 20, "total": 1.0480888938903807, "mean": 0.05240444469451905, "p50": 0.05206254577636719, "p90": 0.05575353469848633, "p95": 0.05697298927307129, "p99": 0.05719717048645019, "stdev": 0.0021985507987942092, "stdev_": 4.195351771419791 }, "throughput": { "unit": "images/s", "value": 38.16470170915061 }, "energy": { "unit": "kWh", "cpu": 6.408782181286592e-07, "ram": 3.4987275477539575e-07, "gpu": 2.2128965071578668e-06, "total": 3.2036474800619215e-06 }, "efficiency": { "unit": "images/kWh", "value": 624288.4126443722 } }, "per_step": { "memory": null, "latency": { "unit": "s", "values": [ 0.012942336082458495, 0.012878848075866698, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.026186752319335937, 0.012085247993469238, 0.011982848167419433, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.026186752319335937, 0.012085247993469238, 0.011982848167419433, 0.027043872833251954, 0.012817407608032226, 0.012770272254943848, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.026186752319335937, 0.012085247993469238, 0.011982848167419433, 0.027043872833251954, 0.012817407608032226, 0.012770272254943848, 0.026343423843383788, 0.01244159984588623, 0.012840959548950195, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.026186752319335937, 0.012085247993469238, 0.011982848167419433, 0.027043872833251954, 0.012817407608032226, 0.012770272254943848, 0.026343423843383788, 0.01244159984588623, 0.012840959548950195, 0.027056192398071287, 0.012922816276550293, 0.012685312271118163, 0.012942336082458495, 0.012878848075866698, 0.029054975509643553, 0.0142673921585083, 0.013964287757873535, 0.028244991302490235, 0.013019264221191406, 0.012782464027404785, 0.02913382339477539, 0.013127679824829102, 0.013332480430603028, 0.029807615280151366, 0.013739007949829102, 0.013505536079406738, 0.028049407958984376, 0.013096960067749023, 0.01285529613494873, 0.026393600463867187, 0.012729344367980957, 0.012916895866394043, 0.026162015914916993, 0.01215385627746582, 0.012118016242980957, 0.02569932746887207, 0.012134400367736817, 0.012121248245239257, 0.02633718490600586, 0.012149696350097655, 0.012124159812927245, 0.025980928421020507, 0.012205056190490723, 0.012239871978759765, 0.026145792007446288, 0.01205247974395752, 0.012835840225219726, 0.027270143508911132, 0.012676095962524414, 0.012496895790100097, 0.02590105628967285, 0.012093440055847168, 0.012088319778442384, 0.027403263092041014, 0.012816384315490722, 0.012713983535766601, 0.026186752319335937, 0.012085247993469238, 0.011982848167419433, 0.027043872833251954, 0.012817407608032226, 0.012770272254943848, 0.026343423843383788, 0.01244159984588623, 0.012840959548950195, 0.027056192398071287, 0.012922816276550293, 0.012685312271118163, 0.026224639892578124, 0.012040287971496581, 0.012119968414306641 ], "count": 610, "total": 10.609731901168812, "mean": 0.017393003116670202, "p50": 0.013096960067749023, "p90": 0.028244991302490235, "p95": 0.02913382339477539, "p99": 0.029807615280151366, "stdev": 0.006837288336376676, "stdev_": 39.310568108985876 }, "throughput": null, "energy": null, "efficiency": null } } }