
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
179d01f
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "image-classification", | |
"library": "timm", | |
"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": {}, | |
"hub_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, | |
"latency": true, | |
"memory": 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": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 970.42432, | |
"max_global_vram": 1049.100288, | |
"max_process_vram": 0.0, | |
"max_reserved": 396.361728, | |
"max_allocated": 253.912576 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 148, | |
"total": 1.0021845760345458, | |
"mean": 0.006771517405638824, | |
"stdev": 0.00016840443783471551, | |
"p50": 0.0067358717918396, | |
"p90": 0.006854124975204468, | |
"p95": 0.0070518783092498784, | |
"p99": 0.007521392760276795, | |
"values": [ | |
0.007747519969940186, | |
0.0073820161819458, | |
0.007419904232025146, | |
0.007288832187652588, | |
0.007286784172058106, | |
0.007225344181060791, | |
0.007611392021179199, | |
0.006699007987976074, | |
0.006411295890808105, | |
0.006956031799316406, | |
0.0067573761940002445, | |
0.006702079772949219, | |
0.006743040084838867, | |
0.006755328178405762, | |
0.006689727783203125, | |
0.00672870397567749, | |
0.00678604793548584, | |
0.006606847763061524, | |
0.006636544227600098, | |
0.0066406397819519045, | |
0.0066078720092773435, | |
0.00664467191696167, | |
0.0066620798110961915, | |
0.006622208118438721, | |
0.006628352165222168, | |
0.0066826238632202144, | |
0.006699007987976074, | |
0.0067010560035705566, | |
0.006748159885406494, | |
0.006744063854217529, | |
0.006710271835327148, | |
0.006754303932189941, | |
0.006789120197296142, | |
0.0067358717918396, | |
0.006657023906707763, | |
0.006646783828735352, | |
0.00669593620300293, | |
0.0067348480224609375, | |
0.006774784088134766, | |
0.006911968231201172, | |
0.006783040046691895, | |
0.006768703937530518, | |
0.006766592025756836, | |
0.006706175804138184, | |
0.006770688056945801, | |
0.006763519763946534, | |
0.006598656177520752, | |
0.006691904067993164, | |
0.006669312000274658, | |
0.006812672138214112, | |
0.006880256175994873, | |
0.006825984001159668, | |
0.006807551860809326, | |
0.006840320110321045, | |
0.006793216228485107, | |
0.006758399963378906, | |
0.006816768169403077, | |
0.006760447978973389, | |
0.006846464157104492, | |
0.00679423999786377, | |
0.006773759841918945, | |
0.0068055038452148435, | |
0.0069212160110473635, | |
0.006719488143920899, | |
0.006899712085723877, | |
0.0068720002174377445, | |
0.006714367866516113, | |
0.0067338237762451176, | |
0.006689792156219483, | |
0.006656000137329102, | |
0.006619135856628418, | |
0.006760447978973389, | |
0.006752255916595459, | |
0.00669593620300293, | |
0.0067420158386230465, | |
0.00675328016281128, | |
0.00676966381072998, | |
0.006718463897705078, | |
0.0067645120620727535, | |
0.006714367866516113, | |
0.006712384223937988, | |
0.006724607944488525, | |
0.0067337918281555175, | |
0.006752255916595459, | |
0.006811647891998291, | |
0.006747136116027832, | |
0.006702079772949219, | |
0.006730751991271973, | |
0.0067358717918396, | |
0.006673408031463623, | |
0.00684335994720459, | |
0.006739967823028564, | |
0.006710271835327148, | |
0.006710271835327148, | |
0.00672870397567749, | |
0.006713344097137451, | |
0.006622208118438721, | |
0.0066344962120056155, | |
0.006696991920471192, | |
0.00677785587310791, | |
0.006788095951080322, | |
0.006818816184997558, | |
0.0067358717918396, | |
0.006726655960083008, | |
0.006770688056945801, | |
0.00679423999786377, | |
0.006820864200592041, | |
0.0067123517990112305, | |
0.006804480075836182, | |
0.006645760059356689, | |
0.006660096168518067, | |
0.006689792156219483, | |
0.006696959972381592, | |
0.006731776237487793, | |
0.0067123198509216305, | |
0.006681600093841553, | |
0.006762495994567871, | |
0.006724607944488525, | |
0.00669484806060791, | |
0.006713344097137451, | |
0.006714367866516113, | |
0.0067276802062988285, | |
0.006845439910888672, | |
0.006731808185577393, | |
0.006709248065948486, | |
0.006721536159515381, | |
0.00676966381072998, | |
0.006781951904296875, | |
0.0066344962120056155, | |
0.0066641921997070315, | |
0.006717440128326416, | |
0.006700032234191895, | |
0.006802432060241699, | |
0.00679423999786377, | |
0.006718463897705078, | |
0.006750207901000976, | |
0.006754303932189941, | |
0.0067338237762451176, | |
0.006707200050354004, | |
0.006667263984680176, | |
0.007103487968444824, | |
0.006765567779541016, | |
0.006788095951080322, | |
0.006920191764831543, | |
0.00674508810043335, | |
0.006783999919891357, | |
0.0067686400413513184, | |
0.00672051191329956 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 147.67738751838297 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.808460630694329e-08, | |
"ram": 4.269221906765988e-08, | |
"gpu": 1.690315679735374e-07, | |
"total": 2.8980839334814057e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3450555.6876633368 | |
} | |
} | |
} | |
} |