
IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch/benchmark.json with huggingface_hub
c423540
verified
{ | |
"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": 793.546752, | |
"max_global_vram": 603.455488, | |
"max_process_vram": 0.0, | |
"max_reserved": 10.48576, | |
"max_allocated": 8.715776 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.9037691040039062 | |
], | |
"count": 1, | |
"total": 0.9037691040039062, | |
"mean": 0.9037691040039062, | |
"p50": 0.9037691040039062, | |
"p90": 0.9037691040039062, | |
"p95": 0.9037691040039062, | |
"p99": 0.9037691040039062, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00010625119242013862, | |
"ram": 5.820075212868953e-05, | |
"gpu": 0.00013910177794799984, | |
"total": 0.00030355372249682796 | |
}, | |
"efficiency": null | |
}, | |
"call": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1355.026432, | |
"max_global_vram": 739.770368, | |
"max_process_vram": 0.0, | |
"max_reserved": 88.080384, | |
"max_allocated": 50.459136 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.05899977493286133, | |
0.05437190246582031, | |
0.05618252944946289, | |
0.05648035049438477, | |
0.055308990478515625, | |
0.05429286575317383, | |
0.05173673629760742, | |
0.05125513458251953, | |
0.05183536148071289, | |
0.05105753707885742, | |
0.05106265640258789, | |
0.051222145080566404, | |
0.05385785675048828, | |
0.05405094528198242, | |
0.05426233673095703, | |
0.05163907241821289, | |
0.051515296936035154, | |
0.05464524841308594, | |
0.05476160049438476 | |
], | |
"count": 19, | |
"total": 1.018538341522217, | |
"mean": 0.053607281132748257, | |
"p50": 0.05405094528198242, | |
"p90": 0.05624209365844727, | |
"p95": 0.05673229293823242, | |
"p99": 0.05854627853393555, | |
"stdev": 0.0021776510582644216, | |
"stdev_": 4.062230003554707 | |
}, | |
"throughput": { | |
"unit": "images/s", | |
"value": 37.30836479185317 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.486981342470627e-07, | |
"ram": 3.535995428398103e-07, | |
"gpu": 2.1606157635789464e-06, | |
"total": 3.162913440665821e-06 | |
}, | |
"efficiency": { | |
"unit": "images/kWh", | |
"value": 632328.4014939663 | |
} | |
}, | |
"per_step": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.014449600219726563, | |
0.014062591552734375, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.027757568359375, | |
0.01317683219909668, | |
0.013283328056335449, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.027757568359375, | |
0.01317683219909668, | |
0.013283328056335449, | |
0.027010047912597656, | |
0.01239244842529297, | |
0.01234227180480957, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.027757568359375, | |
0.01317683219909668, | |
0.013283328056335449, | |
0.027010047912597656, | |
0.01239244842529297, | |
0.01234227180480957, | |
0.0269803524017334, | |
0.01228492832183838, | |
0.012189696311950684, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.027757568359375, | |
0.01317683219909668, | |
0.013283328056335449, | |
0.027010047912597656, | |
0.01239244842529297, | |
0.01234227180480957, | |
0.0269803524017334, | |
0.01228492832183838, | |
0.012189696311950684, | |
0.028049407958984376, | |
0.013463552474975587, | |
0.013218815803527833, | |
0.014449600219726563, | |
0.014062591552734375, | |
0.028590080261230468, | |
0.012991488456726074, | |
0.01286451244354248, | |
0.02910310363769531, | |
0.013537311553955078, | |
0.01361404800415039, | |
0.029549568176269532, | |
0.013561856269836426, | |
0.013485055923461914, | |
0.029148160934448244, | |
0.013140000343322755, | |
0.013128671646118164, | |
0.028240896224975585, | |
0.013136896133422851, | |
0.01305907154083252, | |
0.026982463836669923, | |
0.01239033603668213, | |
0.012361727714538574, | |
0.026970111846923828, | |
0.012275775909423829, | |
0.012237759590148925, | |
0.026564607620239256, | |
0.012279808044433594, | |
0.012919808387756348, | |
0.026628095626831053, | |
0.012262399673461915, | |
0.012263423919677734, | |
0.02655129623413086, | |
0.01226854419708252, | |
0.01221840000152588, | |
0.026724319458007812, | |
0.012241920471191407, | |
0.012207103729248046, | |
0.02774527931213379, | |
0.013083647727966309, | |
0.013124608039855956, | |
0.028062719345092774, | |
0.013055999755859376, | |
0.01304371166229248, | |
0.027757568359375, | |
0.01317683219909668, | |
0.013283328056335449, | |
0.027010047912597656, | |
0.01239244842529297, | |
0.01234227180480957, | |
0.0269803524017334, | |
0.01228492832183838, | |
0.012189696311950684, | |
0.028049407958984376, | |
0.013463552474975587, | |
0.013218815803527833, | |
0.028244991302490235, | |
0.01346457576751709, | |
0.013041664123535156 | |
], | |
"count": 551, | |
"total": 9.716325210571302, | |
"mean": 0.017633984048223753, | |
"p50": 0.01346457576751709, | |
"p90": 0.028590080261230468, | |
"p95": 0.029148160934448244, | |
"p99": 0.029549568176269532, | |
"stdev": 0.006948228265176944, | |
"stdev_": 39.40248696026709 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |