
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
99c71a6
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-5.10.225-213.878.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", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.1", | |
"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": "0.13.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 869.429248, | |
"max_global_vram": 716.701696, | |
"max_process_vram": 0.0, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.5420703125, | |
"mean": 8.5420703125, | |
"stdev": 0.0, | |
"p50": 8.5420703125, | |
"p90": 8.5420703125, | |
"p95": 8.5420703125, | |
"p99": 8.5420703125, | |
"values": [ | |
8.5420703125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.321307668749776e-06, | |
"ram": 2.3481633738121524e-06, | |
"gpu": 6.5958386100001005e-06, | |
"total": 1.3265309652562029e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1108.414464, | |
"max_global_vram": 798.490624, | |
"max_process_vram": 0.0, | |
"max_reserved": 148.897792, | |
"max_allocated": 114.685952 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 135, | |
"total": 0.9988658256530761, | |
"mean": 0.007399006115948713, | |
"stdev": 0.00024208574608448652, | |
"p50": 0.007477248191833496, | |
"p90": 0.00761978874206543, | |
"p95": 0.007710515117645264, | |
"p99": 0.007879598159790039, | |
"values": [ | |
0.007558144092559814, | |
0.007322624206542969, | |
0.007286784172058106, | |
0.007301087856292725, | |
0.007271423816680909, | |
0.007170048236846924, | |
0.007227392196655274, | |
0.00780185604095459, | |
0.007612415790557861, | |
0.007565311908721924, | |
0.007536640167236328, | |
0.0075560321807861324, | |
0.007609344005584716, | |
0.007472127914428711, | |
0.007393280029296875, | |
0.007402495861053467, | |
0.007512063980102539, | |
0.00790118408203125, | |
0.007684095859527588, | |
0.007608320236206055, | |
0.007666687965393066, | |
0.00760319995880127, | |
0.00748748779296875, | |
0.007458816051483155, | |
0.007502848148345947, | |
0.007612415790557861, | |
0.007539711952209473, | |
0.007541759967803955, | |
0.007584767818450928, | |
0.007542784214019775, | |
0.007632895946502686, | |
0.007548927783966064, | |
0.007559167861938477, | |
0.007528448104858398, | |
0.007542784214019775, | |
0.007456768035888672, | |
0.007435264110565186, | |
0.007459839820861816, | |
0.007458816051483155, | |
0.0074741759300231934, | |
0.007816192150115966, | |
0.007573503971099854, | |
0.007490560054779053, | |
0.007486464023590088, | |
0.007622655868530274, | |
0.007624703884124756, | |
0.007609344005584716, | |
0.00757862377166748, | |
0.007540736198425293, | |
0.00749567985534668, | |
0.007475200176239013, | |
0.007576576232910156, | |
0.007506944179534912, | |
0.007542784214019775, | |
0.007772160053253174, | |
0.007571455955505371, | |
0.007558144092559814, | |
0.007442431926727295, | |
0.00748748779296875, | |
0.0074997758865356446, | |
0.007535615921020508, | |
0.007577600002288819, | |
0.007514111995697022, | |
0.00758681583404541, | |
0.007473152160644531, | |
0.007478335857391358, | |
0.0074741759300231934, | |
0.007573503971099854, | |
0.007510975837707519, | |
0.007623680114746094, | |
0.007652416229248047, | |
0.007535520076751709, | |
0.0075939841270446775, | |
0.007615488052368164, | |
0.007592959880828858, | |
0.007559167861938477, | |
0.007558144092559814, | |
0.007527423858642578, | |
0.007461887836456299, | |
0.007837696075439453, | |
0.007474239826202393, | |
0.007387135982513428, | |
0.007335872173309326, | |
0.00741267204284668, | |
0.00753766393661499, | |
0.007428095817565918, | |
0.0071792640686035155, | |
0.00729702377319336, | |
0.007204864025115967, | |
0.007461887836456299, | |
0.007371776103973389, | |
0.007477248191833496, | |
0.007409664154052734, | |
0.007782400131225586, | |
0.007549952030181885, | |
0.007969791889190675, | |
0.007147583961486816, | |
0.007043136119842529, | |
0.007069695949554444, | |
0.0070553598403930665, | |
0.007062528133392334, | |
0.006991903781890869, | |
0.007087071895599365, | |
0.007238656044006348, | |
0.007419904232025146, | |
0.0070993280410766605, | |
0.0069928960800170895, | |
0.00704307222366333, | |
0.007019519805908203, | |
0.0070225920677185055, | |
0.006994944095611572, | |
0.0070256638526916505, | |
0.007012351989746094, | |
0.007608320236206055, | |
0.007064576148986816, | |
0.007041024208068848, | |
0.0074997758865356446, | |
0.007541759967803955, | |
0.007102464199066162, | |
0.007079936027526855, | |
0.007020544052124023, | |
0.00707689619064331, | |
0.0070481600761413575, | |
0.007065599918365479, | |
0.007041024208068848, | |
0.006982687950134277, | |
0.007028736114501953, | |
0.007007232189178467, | |
0.0070256638526916505, | |
0.0070256638526916505, | |
0.007036928176879883, | |
0.007032832145690918, | |
0.007021567821502686, | |
0.006949888229370117, | |
0.006974463939666748 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 135.15328739146182 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.331225053418696e-08, | |
"ram": 4.5526675031080564e-08, | |
"gpu": 1.760354943636377e-07, | |
"total": 3.0487441992890524e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3280039.0411015577 | |
} | |
} | |
} | |
} |