IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
55e909d
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_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": 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": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.2.1", | |
"optimum_benchmark_commit": "c594845efb520077430f4fe3f536bc1756e2b290", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": 1825.32096, | |
"max_global_vram": 520.339456, | |
"max_process_vram": 92837.281792, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.51808 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 171, | |
"total": 0.9983276162147519, | |
"mean": 0.005838173194238318, | |
"stdev": 0.0003066454706613878, | |
"p50": 0.005719515800476074, | |
"p90": 0.006080316066741943, | |
"p95": 0.006278235197067261, | |
"p99": 0.0064344748497009285, | |
"values": [ | |
0.0060007948875427245, | |
0.005743356227874756, | |
0.005703516006469726, | |
0.005749916076660156, | |
0.0057596759796142575, | |
0.005943836212158203, | |
0.005778076171875, | |
0.005982555866241455, | |
0.0057559962272644045, | |
0.005732955932617187, | |
0.00573775577545166, | |
0.005718235969543457, | |
0.0057113561630249025, | |
0.0058489561080932615, | |
0.00600191593170166, | |
0.005685756206512451, | |
0.005895036220550537, | |
0.00570063591003418, | |
0.005690395832061768, | |
0.005677276134490967, | |
0.005665756225585937, | |
0.0056929559707641604, | |
0.0056929559707641604, | |
0.008841113090515136, | |
0.005952635765075684, | |
0.005997275829315186, | |
0.005835835933685303, | |
0.005710556030273438, | |
0.006062395095825195, | |
0.0059319958686828616, | |
0.005832796096801758, | |
0.006038236141204834, | |
0.005932956218719482, | |
0.005946875095367432, | |
0.005908155918121338, | |
0.006209916114807129, | |
0.005948795795440674, | |
0.006164474964141846, | |
0.006077276229858398, | |
0.00605375623703003, | |
0.006069914817810058, | |
0.0058519959449768065, | |
0.006030556201934815, | |
0.00569407606124878, | |
0.006129116058349609, | |
0.006276315212249756, | |
0.005860956192016602, | |
0.005971516132354736, | |
0.006058555126190185, | |
0.006091996192932129, | |
0.005824635982513428, | |
0.005688315868377686, | |
0.006199356079101563, | |
0.006280155181884766, | |
0.005887675762176514, | |
0.005914715766906739, | |
0.006059035778045654, | |
0.00575519609451294, | |
0.0056691160202026365, | |
0.005658236026763916, | |
0.005757596015930176, | |
0.005767196178436279, | |
0.005810555934906006, | |
0.00566399621963501, | |
0.005655516147613526, | |
0.005667516231536865, | |
0.005647036075592041, | |
0.005695675849914551, | |
0.0056739158630371095, | |
0.0056721558570861814, | |
0.005689116001129151, | |
0.005661436080932617, | |
0.005685756206512451, | |
0.005648315906524658, | |
0.005668635845184326, | |
0.005694396018981933, | |
0.005670715808868408, | |
0.00563727617263794, | |
0.005658395767211914, | |
0.0056593561172485355, | |
0.0056580758094787595, | |
0.005684316158294678, | |
0.005668635845184326, | |
0.005668635845184326, | |
0.005660476207733155, | |
0.005653915882110595, | |
0.005667356014251709, | |
0.005678555965423584, | |
0.005675355911254883, | |
0.005644475936889649, | |
0.005679676055908203, | |
0.005850555896759033, | |
0.00567823600769043, | |
0.0056329560279846196, | |
0.00588127613067627, | |
0.005664155960083008, | |
0.0060436749458312984, | |
0.0056740760803222655, | |
0.005686875820159912, | |
0.005675995826721191, | |
0.005837756156921387, | |
0.0058556761741638185, | |
0.0056862359046936034, | |
0.005662236213684082, | |
0.005612475872039795, | |
0.005671676158905029, | |
0.005973596096038819, | |
0.006377114772796631, | |
0.006409276008605957, | |
0.006479835033416748, | |
0.006286876201629639, | |
0.006056155204772949, | |
0.006048955917358398, | |
0.006080316066741943, | |
0.005971835136413574, | |
0.0062593560218811035, | |
0.006403995990753174, | |
0.006406714916229248, | |
0.006415034770965576, | |
0.006163035869598389, | |
0.005999516010284424, | |
0.005962235927581787, | |
0.005946235179901123, | |
0.005968795776367187, | |
0.005943356037139892, | |
0.0059675159454345705, | |
0.005910076141357422, | |
0.0059097552299499515, | |
0.005919035911560059, | |
0.005936635971069336, | |
0.005647195816040039, | |
0.005636315822601318, | |
0.005630075931549072, | |
0.005630556106567383, | |
0.005638716220855713, | |
0.005628315925598144, | |
0.00562031602859497, | |
0.0056262359619140626, | |
0.005623035907745362, | |
0.0056292757987976075, | |
0.005630395889282227, | |
0.005624956130981446, | |
0.005684956073760987, | |
0.0056665558815002445, | |
0.005675675868988037, | |
0.005665756225585937, | |
0.0056526360511779785, | |
0.005653436183929443, | |
0.005798555850982666, | |
0.005657916069030762, | |
0.0056593561172485355, | |
0.005627356052398682, | |
0.00565423583984375, | |
0.0056476759910583495, | |
0.005665756225585937, | |
0.005670715808868408, | |
0.005671996116638184, | |
0.005688476085662842, | |
0.00570063591003418, | |
0.005722876071929932, | |
0.005695035934448242, | |
0.005719515800476074, | |
0.005706555843353271, | |
0.005741596221923828, | |
0.005719836235046387, | |
0.005743196010589599, | |
0.005718554973602295, | |
0.005664475917816162, | |
0.0057345561981201176, | |
0.005962234973907471, | |
0.005972795963287354 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 171.2864566928056 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |