
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
83dfd9f
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+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": 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": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 890.728448, | |
"max_global_vram": 695.730176, | |
"max_process_vram": 0.0, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.3614412841796875 | |
], | |
"count": 1, | |
"total": 0.3614412841796875, | |
"mean": 0.3614412841796875, | |
"p50": 0.3614412841796875, | |
"p90": 0.3614412841796875, | |
"p95": 0.3614412841796875, | |
"p99": 0.3614412841796875, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00011271527798055595, | |
"ram": 6.175210910186035e-05, | |
"gpu": 0.00014581344998399989, | |
"total": 0.00032028083706641617 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1133.879296, | |
"max_global_vram": 798.490624, | |
"max_process_vram": 0.0, | |
"max_reserved": 148.897792, | |
"max_allocated": 133.139968 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.007423999786376953, | |
0.0071495680809020995, | |
0.007104512214660645, | |
0.007077727794647217, | |
0.006936575889587402, | |
0.007344128131866455, | |
0.007209983825683594, | |
0.007068672180175781, | |
0.007230463981628418, | |
0.0074700798988342285, | |
0.0073768959045410155, | |
0.007390207767486572, | |
0.007393280029296875, | |
0.007488512039184571, | |
0.007378943920135498, | |
0.007221151828765869, | |
0.007355391979217529, | |
0.007453695774078369, | |
0.007486464023590088, | |
0.007463935852050781, | |
0.007412735939025879, | |
0.007249023914337158, | |
0.0073768959045410155, | |
0.0074035201072692874, | |
0.007398272037506103, | |
0.007318528175354004, | |
0.007394303798675537, | |
0.0072427520751953125, | |
0.007219200134277344, | |
0.00703385591506958, | |
0.007094272136688232, | |
0.007230463981628418, | |
0.007704576015472412, | |
0.007311359882354736, | |
0.007362559795379638, | |
0.007388160228729248, | |
0.0072765440940856935, | |
0.007270400047302246, | |
0.0072724480628967286, | |
0.007008255958557129, | |
0.006971392154693603, | |
0.007057407855987549, | |
0.0071157760620117185, | |
0.0070563840866088865, | |
0.007018496036529541, | |
0.007120895862579346, | |
0.007204927921295166, | |
0.007194623947143554, | |
0.007130015850067139, | |
0.007126016139984131, | |
0.007102464199066162, | |
0.007171072006225586, | |
0.007045119762420654, | |
0.007071743965148926, | |
0.00704204797744751, | |
0.00704911994934082, | |
0.0069467520713806154, | |
0.007134208202362061, | |
0.007021664142608642, | |
0.006996992111206054, | |
0.0070225920677185055, | |
0.0068280320167541505, | |
0.006896639823913574, | |
0.0070050878524780275, | |
0.006817791938781738, | |
0.0066304001808166506, | |
0.0068280320167541505, | |
0.007178239822387696, | |
0.007101408004760742, | |
0.007265279769897461, | |
0.007246816158294677, | |
0.007357439994812012, | |
0.007379968166351319, | |
0.007412735939025879, | |
0.007051263809204102, | |
0.007113632202148438, | |
0.006905856132507324, | |
0.006933504104614257, | |
0.006944672107696533, | |
0.006940671920776367, | |
0.00694271993637085, | |
0.006945792198181152, | |
0.0069253120422363285, | |
0.007214079856872559, | |
0.007350272178649903, | |
0.00701638412475586, | |
0.006952960014343262, | |
0.0069959678649902345, | |
0.007487584114074707, | |
0.007647232055664062, | |
0.006968319892883301, | |
0.006977536201477051, | |
0.007160895824432373, | |
0.007280576229095459, | |
0.007024672031402588, | |
0.00695091199874878, | |
0.006937600135803222, | |
0.0069797120094299316, | |
0.006925151824951172, | |
0.006967296123504638, | |
0.006919167995452881, | |
0.006883359909057617, | |
0.006868000030517578, | |
0.007688191890716553, | |
0.0070563840866088865, | |
0.006920191764831543, | |
0.00688640022277832, | |
0.007009280204772949, | |
0.006940671920776367, | |
0.006910975933074951, | |
0.0068884482383728025, | |
0.00690783977508545, | |
0.00689462423324585, | |
0.006967296123504638, | |
0.006929408073425293, | |
0.006776832103729248, | |
0.006659071922302246, | |
0.006856736183166504, | |
0.007046144008636474, | |
0.006986752033233643, | |
0.006930431842803955, | |
0.006833280086517334, | |
0.0075632638931274416, | |
0.007415808200836181, | |
0.007060480117797851, | |
0.007498752117156982, | |
0.00811520004272461, | |
0.006989823818206787, | |
0.006897664070129395, | |
0.006971360206604004, | |
0.0070000958442687986, | |
0.0069621758460998535, | |
0.007346176147460938, | |
0.006929408073425293, | |
0.007000063896179199, | |
0.00694374418258667, | |
0.0068915200233459475, | |
0.007000063896179199, | |
0.006972415924072266, | |
0.006947840213775635 | |
], | |
"count": 140, | |
"total": 0.9973458251953127, | |
"mean": 0.0071238987513950885, | |
"p50": 0.0070563840866088865, | |
"p90": 0.007413043165206909, | |
"p95": 0.0074876305103302, | |
"p99": 0.0076981862068176265, | |
"stdev": 0.00023022666777995748, | |
"stdev_": 3.2317509809480613 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 280.74514669489594 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.191760266283228e-08, | |
"ram": 4.476455283170926e-08, | |
"gpu": 1.9637372031724155e-07, | |
"total": 3.230558758117831e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 6190879.503350152 | |
} | |
} | |
} | |
} |