
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
1f4f24f
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "image-classification", | |
"library": "timm", | |
"model_type": "resnet50", | |
"model": "timm/resnet50.a1_in1k", | |
"processor": "timm/resnet50.a1_in1k", | |
"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": 1, | |
"num_choices": 2, | |
"sequence_length": 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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.224-212.876.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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 866.095104, | |
"max_global_vram": 695.730176, | |
"max_process_vram": 0.0, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.302353515625, | |
"mean": 8.302353515625, | |
"stdev": 0.0, | |
"p50": 8.302353515625, | |
"p90": 8.302353515625, | |
"p95": 8.302353515625, | |
"p99": 8.302353515625, | |
"values": [ | |
8.302353515625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.747114043055272e-06, | |
"ram": 3.1308990009318736e-06, | |
"gpu": 8.606673552000177e-06, | |
"total": 1.7484686595987324e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1106.894848, | |
"max_global_vram": 798.490624, | |
"max_process_vram": 0.0, | |
"max_reserved": 148.897792, | |
"max_allocated": 114.685952 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 141, | |
"total": 0.9955616626739506, | |
"mean": 0.007060721011871987, | |
"stdev": 0.000215137890758408, | |
"p50": 0.007128064155578613, | |
"p90": 0.007265279769897461, | |
"p95": 0.007361536026000977, | |
"p99": 0.007499366474151612, | |
"values": [ | |
0.007464960098266602, | |
0.007353343963623047, | |
0.0073697280883789065, | |
0.007321599960327148, | |
0.007322624206542969, | |
0.007208960056304932, | |
0.007214079856872559, | |
0.007186495780944825, | |
0.007177216053009033, | |
0.007146495819091797, | |
0.007078911781311035, | |
0.007165952205657959, | |
0.007173120021820068, | |
0.007158751964569092, | |
0.007031807899475098, | |
0.007018496036529541, | |
0.007132160186767578, | |
0.007175168037414551, | |
0.007202816009521484, | |
0.007173120021820068, | |
0.007194623947143554, | |
0.0072120318412780765, | |
0.0071526398658752445, | |
0.007117824077606201, | |
0.007093247890472412, | |
0.007241727828979493, | |
0.0072427520751953125, | |
0.007208960056304932, | |
0.007176191806793213, | |
0.007175168037414551, | |
0.0071526398658752445, | |
0.007120895862579346, | |
0.007197696208953858, | |
0.007159808158874512, | |
0.007124991893768311, | |
0.007127039909362793, | |
0.007071743965148926, | |
0.007037951946258545, | |
0.007051263809204102, | |
0.0070563840866088865, | |
0.007138304233551026, | |
0.00713318395614624, | |
0.007155712127685547, | |
0.007135231971740722, | |
0.007101439952850342, | |
0.00719974422454834, | |
0.007265279769897461, | |
0.007218175888061523, | |
0.007241792201995849, | |
0.007180287837982178, | |
0.00729804801940918, | |
0.007117824077606201, | |
0.007459807872772217, | |
0.007221216201782226, | |
0.007173120021820068, | |
0.007134208202362061, | |
0.007173120021820068, | |
0.007189536094665527, | |
0.007067647933959961, | |
0.007015423774719238, | |
0.007143424034118652, | |
0.007092192173004151, | |
0.007192575931549072, | |
0.007194623947143554, | |
0.007016448020935059, | |
0.007113728046417236, | |
0.007361536026000977, | |
0.007131135940551757, | |
0.007076863765716553, | |
0.007093279838562012, | |
0.007142399787902832, | |
0.007215104103088379, | |
0.007237599849700928, | |
0.007243775844573975, | |
0.007164927959442138, | |
0.007227392196655274, | |
0.0072202239036560055, | |
0.007137279987335205, | |
0.007188479900360107, | |
0.00709222412109375, | |
0.007027711868286133, | |
0.0071393918991088864, | |
0.007085055828094483, | |
0.007684095859527588, | |
0.007349247932434082, | |
0.007128064155578613, | |
0.007235583782196045, | |
0.0071495680809020995, | |
0.00683622407913208, | |
0.006717440128326416, | |
0.006964223861694336, | |
0.007522304058074952, | |
0.007267327785491944, | |
0.007205952167510987, | |
0.007080959796905518, | |
0.007200767993927002, | |
0.007365632057189942, | |
0.0074414081573486324, | |
0.007076863765716553, | |
0.006979584217071533, | |
0.007023615837097168, | |
0.007039999961853028, | |
0.007088128089904785, | |
0.007175168037414551, | |
0.0069959678649902345, | |
0.006813695907592773, | |
0.006779903888702392, | |
0.00673689603805542, | |
0.006801407814025879, | |
0.0068055357933044435, | |
0.006906879901885986, | |
0.006841343879699707, | |
0.00675328016281128, | |
0.00679423999786377, | |
0.00672051191329956, | |
0.006749184131622315, | |
0.006721536159515381, | |
0.006707200050354004, | |
0.006737919807434082, | |
0.006723584175109864, | |
0.006732800006866455, | |
0.006717440128326416, | |
0.006738944053649902, | |
0.006755328178405762, | |
0.006717440128326416, | |
0.006731776237487793, | |
0.006750239849090576, | |
0.006716415882110595, | |
0.0067358717918396, | |
0.006732800006866455, | |
0.006762432098388672, | |
0.006750207901000976, | |
0.006723584175109864, | |
0.00672051191329956, | |
0.0066938881874084475, | |
0.0067276802062988285, | |
0.006716415882110595, | |
0.00669593620300293, | |
0.006752255916595459, | |
0.006716415882110595, | |
0.006704160213470459 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 141.62859548176272 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.1135861834094e-08, | |
"ram": 4.433778853160403e-08, | |
"gpu": 1.7725661060274052e-07, | |
"total": 3.0273026096843855e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3303270.696497223 | |
} | |
} | |
} | |
} |