IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
1516b50
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", | |
"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": 1177.980928, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 7289.577472, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.42959725952148436 | |
], | |
"count": 1, | |
"total": 0.42959725952148436, | |
"mean": 0.42959725952148436, | |
"p50": 0.42959725952148436, | |
"p90": 0.42959725952148436, | |
"p95": 0.42959725952148436, | |
"p99": 0.42959725952148436, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1262.415872, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 108287.012864, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.516032 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.008276171684265136, | |
0.007658891201019287, | |
0.008039691925048827, | |
0.007966251850128173, | |
0.007716170787811279, | |
0.007344810962677002, | |
0.007307849884033203, | |
0.0073969712257385255, | |
0.007619370937347412, | |
0.0074899311065673825, | |
0.007498570919036865, | |
0.008057931900024413, | |
0.007645290851593017, | |
0.007544011116027832, | |
0.0076819310188293456, | |
0.007481931209564209, | |
0.007514891147613526, | |
0.007702250957489013, | |
0.007840171813964843, | |
0.0075889711380004886, | |
0.007595370769500733, | |
0.007081930160522461, | |
0.0071748909950256345, | |
0.007137290000915527, | |
0.007107530117034912, | |
0.007172010898590088, | |
0.0070528101921081545, | |
0.007186730861663818, | |
0.007076650142669678, | |
0.007171529769897461, | |
0.0070892910957336425, | |
0.007074570178985596, | |
0.0072220911979675294, | |
0.007066249847412109, | |
0.007171050071716308, | |
0.007078411102294922, | |
0.00708912992477417, | |
0.007108489990234375, | |
0.007116490840911865, | |
0.007093289852142334, | |
0.0071009712219238285, | |
0.007092010021209716, | |
0.007077929973602295, | |
0.007069291114807129, | |
0.00708961009979248, | |
0.007083049774169922, | |
0.007091851234436035, | |
0.007054890155792236, | |
0.007097929954528809, | |
0.007069770812988281, | |
0.007068170070648193, | |
0.007064010143280029, | |
0.007082251071929932, | |
0.007393290042877197, | |
0.007105930805206299, | |
0.007110730171203613, | |
0.007090569972991944, | |
0.007092649936676025, | |
0.007079850196838379, | |
0.007103850841522217, | |
0.007122089862823486, | |
0.007111370086669922, | |
0.007091530799865723, | |
0.00718897008895874, | |
0.007127211093902588, | |
0.00711968994140625, | |
0.007351531028747559, | |
0.007114729881286621, | |
0.00711313009262085, | |
0.007205290794372559, | |
0.007440011024475098, | |
0.007394731044769287, | |
0.007319690227508545, | |
0.007444971084594727, | |
0.007333450794219971, | |
0.00716064977645874, | |
0.007088810920715332, | |
0.007288969993591308, | |
0.00740337085723877, | |
0.00738369083404541, | |
0.007665931224822998, | |
0.0075284910202026364, | |
0.007511530876159668, | |
0.007296171188354492, | |
0.0070172901153564456, | |
0.0070844898223876955, | |
0.0070726509094238285, | |
0.007080170154571533, | |
0.007291211128234863, | |
0.007016329765319824, | |
0.0070558500289916995, | |
0.007067369937896729, | |
0.0070728111267089845, | |
0.0070539298057556155, | |
0.0070515298843383785, | |
0.007423690795898438, | |
0.007114089965820312, | |
0.007116809844970703, | |
0.007116809844970703, | |
0.007119531154632568, | |
0.0070907301902771, | |
0.007094729900360108, | |
0.007268651008605957, | |
0.007101769924163818, | |
0.007288010120391846, | |
0.007308970928192138, | |
0.007512170791625977, | |
0.007484810829162598, | |
0.0074912109375, | |
0.007467531204223633, | |
0.007432330131530762, | |
0.007476010799407959, | |
0.007595850944519043, | |
0.007315210819244385, | |
0.007104169845581054, | |
0.00709217119216919, | |
0.007087210178375244, | |
0.007079529762268067, | |
0.0071161708831787105, | |
0.007057769775390625, | |
0.007091050148010254, | |
0.007069769859313965, | |
0.007076809883117676, | |
0.007107530117034912, | |
0.007386730194091797, | |
0.007122251033782959, | |
0.007099530220031738, | |
0.007101449966430664, | |
0.007100330829620361, | |
0.007114570140838623, | |
0.007107211112976074, | |
0.00708096981048584, | |
0.007096650123596192, | |
0.007092650890350342, | |
0.007106729984283447, | |
0.0070878491401672366, | |
0.007089931011199951, | |
0.007069290161132813 | |
], | |
"count": 138, | |
"total": 1.0002833728790281, | |
"mean": 0.007248430238253827, | |
"p50": 0.0071146500110626214, | |
"p90": 0.007590891027450562, | |
"p95": 0.007684979009628296, | |
"p99": 0.008051183109283447, | |
"stdev": 0.00024068662170754232, | |
"stdev_": 3.3205344301626964 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 137.96090562098084 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |