IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
06c4e5c
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_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": "6", | |
"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": false, | |
"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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082014.482432, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.0", | |
"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 | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1177.27232, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 7438.35648, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.49152197265625 | |
], | |
"count": 1, | |
"total": 0.49152197265625, | |
"mean": 0.49152197265625, | |
"p50": 0.49152197265625, | |
"p90": 0.49152197265625, | |
"p95": 0.49152197265625, | |
"p99": 0.49152197265625, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1261.707264, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 120409.440256, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.516032 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.0077640128135681155, | |
0.007113933086395264, | |
0.0071496119499206544, | |
0.007141132831573486, | |
0.007082732200622559, | |
0.007068811893463135, | |
0.007077773094177246, | |
0.007088332176208496, | |
0.007065773010253906, | |
0.007080972194671631, | |
0.00706849193572998, | |
0.00703953218460083, | |
0.007091852188110351, | |
0.0070460929870605465, | |
0.007076972007751465, | |
0.007082732200622559, | |
0.007059372901916504, | |
0.007078251838684082, | |
0.007062733173370361, | |
0.0070169720649719235, | |
0.007060811996459961, | |
0.0070459327697753905, | |
0.00702321195602417, | |
0.007032651901245118, | |
0.00704097318649292, | |
0.007047371864318848, | |
0.007021612167358399, | |
0.007028333187103272, | |
0.007019852161407471, | |
0.007025931835174561, | |
0.007044332981109619, | |
0.007072651863098144, | |
0.007082571983337402, | |
0.007238893032073974, | |
0.00709201192855835, | |
0.007075531959533692, | |
0.007052172183990479, | |
0.007068013191223145, | |
0.007087212085723877, | |
0.007086892127990723, | |
0.007352811813354492, | |
0.007507372856140137, | |
0.0076974530220031735, | |
0.007404812812805176, | |
0.007828814029693603, | |
0.0074844927787780765, | |
0.007530733108520508, | |
0.0076384139060974125, | |
0.007605772972106933, | |
0.007632812976837158, | |
0.00768657398223877, | |
0.007528333187103271, | |
0.007693772792816162, | |
0.008037774085998536, | |
0.008015534400939942, | |
0.008022093772888183, | |
0.0080068941116333, | |
0.008023373603820801, | |
0.008050253868103027, | |
0.008021614074707032, | |
0.007974093914031982, | |
0.00799057388305664, | |
0.007738412857055664, | |
0.007649133205413819, | |
0.00709905195236206, | |
0.007116013050079346, | |
0.0071374521255493165, | |
0.007117292881011963, | |
0.007116971969604492, | |
0.007061293125152588, | |
0.007056012153625489, | |
0.007064971923828125, | |
0.007049132823944091, | |
0.007023372173309326, | |
0.007063052177429199, | |
0.007073452949523926, | |
0.007063531875610351, | |
0.007058413028717041, | |
0.007491693019866943, | |
0.007485292911529541, | |
0.007459853172302246, | |
0.0074675331115722655, | |
0.008014253616333008, | |
0.007515693187713623, | |
0.007511853218078613, | |
0.007509294033050537, | |
0.007494253158569336, | |
0.007504013061523438, | |
0.0071892919540405276, | |
0.007192492008209228, | |
0.007070412158966064, | |
0.0070358519554138185, | |
0.007052011966705322, | |
0.007039533138275146, | |
0.007048972129821777, | |
0.007047852039337158, | |
0.007042092800140381, | |
0.007022891998291016, | |
0.007288493156433105, | |
0.007053132057189941, | |
0.007055051803588867, | |
0.007429293155670166, | |
0.008065295219421387, | |
0.00811185359954834, | |
0.007966254234313965, | |
0.007969133853912354, | |
0.008052654266357422, | |
0.00801185417175293, | |
0.007996493816375733, | |
0.007951374053955079, | |
0.007952653884887695, | |
0.007970253944396972, | |
0.007985293865203857, | |
0.007966733932495118, | |
0.007979214191436768, | |
0.007965933799743653, | |
0.007956334114074707, | |
0.007956014156341553, | |
0.007954413890838624, | |
0.007945613861083984, | |
0.008194893836975097, | |
0.007981614112854004, | |
0.007968813896179198, | |
0.007970734119415283, | |
0.007980974197387695, | |
0.007968974113464356, | |
0.007997134208679198, | |
0.007952013969421386, | |
0.007968013763427734, | |
0.007974093914031982, | |
0.008001934051513672, | |
0.008021292686462402, | |
0.007981133937835694, | |
0.007986093997955322 | |
], | |
"count": 134, | |
"total": 0.9994511837959289, | |
"mean": 0.007458590923850216, | |
"p50": 0.007378812313079834, | |
"p90": 0.008005406093597412, | |
"p95": 0.008022541713714599, | |
"p99": 0.008096489334106446, | |
"stdev": 0.00041195633276393034, | |
"stdev_": 5.523246105998711 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 134.07358175420455 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |