{ "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": 800.608256, "max_global_vram": 599.261184, "max_process_vram": 0.0, "max_reserved": 10.48576, "max_allocated": 8.715776 }, "latency": { "unit": "s", "values": [ 0.8800133056640626 ], "count": 1, "total": 0.8800133056640626, "mean": 0.8800133056640626, "p50": 0.8800133056640626, "p90": 0.8800133056640626, "p95": 0.8800133056640626, "p99": 0.8800133056640626, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00010544755388750105, "ram": 5.777450989802447e-05, "gpu": 0.00014281316980600117, "total": 0.00030603523359152673 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 1360.572416, "max_global_vram": 739.770368, "max_process_vram": 0.0, "max_reserved": 88.080384, "max_allocated": 50.459136 }, "latency": { "unit": "s", "values": [ 0.05679110336303711, 0.05609641647338867, 0.05480444717407226, 0.05526761627197266, 0.05362598419189453, 0.05246976089477539, 0.05218755340576172, 0.05289411163330078, 0.052439743041992185, 0.051849441528320314, 0.050055713653564454, 0.050149024963378905, 0.05260617446899414, 0.0520241584777832, 0.052157825469970706, 0.051880577087402346, 0.052237823486328126, 0.050254337310791014, 0.050191680908203126 ], "count": 19, "total": 0.9999834938049316, "mean": 0.052630710200259556, "p50": 0.052237823486328126, "p90": 0.05543337631225586, "p95": 0.05616588516235351, "p99": 0.05666605972290039, "stdev": 0.0019004439536726792, "stdev_": 3.610903114249268 }, "throughput": { "unit": "images/s", "value": 38.00062724576604 }, "energy": { "unit": "kWh", "cpu": 6.540838715644691e-07, "ram": 3.5745740044862895e-07, "gpu": 2.122881815263223e-06, "total": 3.1344230872763195e-06 }, "efficiency": { "unit": "images/kWh", "value": 638075.9534724825 } }, "per_step": { "memory": null, "latency": { "unit": "s", "values": [ 0.014142463684082032, 0.013745152473449707, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.02708787155151367, 0.012605440139770508, 0.012632063865661621, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.02708787155151367, 0.012605440139770508, 0.012632063865661621, 0.026792959213256837, 0.012594176292419433, 0.01259008026123047, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.02708787155151367, 0.012605440139770508, 0.012632063865661621, 0.026792959213256837, 0.012594176292419433, 0.01259008026123047, 0.02693120002746582, 0.012731391906738282, 0.012598272323608398, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.02708787155151367, 0.012605440139770508, 0.012632063865661621, 0.026792959213256837, 0.012594176292419433, 0.01259008026123047, 0.02693120002746582, 0.012731391906738282, 0.012598272323608398, 0.025964544296264647, 0.012191743850708007, 0.012142592430114747, 0.014142463684082032, 0.013745152473449707, 0.028890111923217773, 0.013472767829895019, 0.013705216407775878, 0.028482559204101563, 0.013131775856018067, 0.013325311660766602, 0.028785663604736327, 0.013438976287841797, 0.013150208473205567, 0.02788761520385742, 0.013039615631103516, 0.012777471542358398, 0.027227136611938478, 0.012703743934631348, 0.012689408302307128, 0.02689023971557617, 0.012644351959228516, 0.012683263778686523, 0.02732339286804199, 0.012734463691711426, 0.012860416412353515, 0.02698137664794922, 0.01273855972290039, 0.012750847816467285, 0.02673766326904297, 0.012597248077392579, 0.012596223831176758, 0.025935871124267578, 0.01213644790649414, 0.012113920211791992, 0.02586524772644043, 0.012153823852539063, 0.012133376121520996, 0.02698854446411133, 0.01274675178527832, 0.01266585636138916, 0.02688204765319824, 0.012683263778686523, 0.012608511924743653, 0.02708787155151367, 0.012605440139770508, 0.012632063865661621, 0.026792959213256837, 0.012594176292419433, 0.01259008026123047, 0.02693120002746582, 0.012731391906738282, 0.012598272323608398, 0.025964544296264647, 0.012191743850708007, 0.012142592430114747, 0.02594611167907715, 0.012209152221679688, 0.012121088027954101 ], "count": 551, "total": 9.621597149848938, "mean": 0.017462063792829288, "p50": 0.013325311660766602, "p90": 0.02788761520385742, "p95": 0.028785663604736327, "p99": 0.028890111923217773, "stdev": 0.006749322928088941, "stdev_": 38.65134733307135 }, "throughput": null, "energy": null, "efficiency": null } } }