IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
1d0a50d
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": 1082015.256576, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-101-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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1118.502912, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 48015.437824, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.289416015625, | |
"mean": 8.289416015625, | |
"stdev": 0.0, | |
"p50": 8.289416015625, | |
"p90": 8.289416015625, | |
"p95": 8.289416015625, | |
"p99": 8.289416015625, | |
"values": [ | |
8.289416015625 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null, | |
"measures": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1202.888704, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 110640.447488, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.516032 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 143, | |
"total": 0.9976157202720641, | |
"mean": 0.006976333708196255, | |
"stdev": 0.0006077454197064281, | |
"p50": 0.006835048198699951, | |
"p90": 0.007403368759155273, | |
"p95": 0.007669801187515259, | |
"p99": 0.009205175447464017, | |
"values": [ | |
0.007319047927856446, | |
0.007066567897796631, | |
0.006790728092193604, | |
0.006766407966613769, | |
0.00678976821899414, | |
0.006797607898712158, | |
0.006794087886810303, | |
0.006772327899932862, | |
0.006755688190460205, | |
0.006741127014160156, | |
0.006761287212371826, | |
0.006768648147583008, | |
0.0067473678588867185, | |
0.006733607769012451, | |
0.00676256799697876, | |
0.006732808113098144, | |
0.006738728046417237, | |
0.0067268872261047365, | |
0.006708327770233154, | |
0.006698728084564209, | |
0.006761288166046143, | |
0.0067088079452514646, | |
0.006744008064270019, | |
0.0067705678939819335, | |
0.006717126846313476, | |
0.006763527870178223, | |
0.006717448234558106, | |
0.006696008205413819, | |
0.006714407920837402, | |
0.006731527805328369, | |
0.006717126846313476, | |
0.006684487819671631, | |
0.006719048023223877, | |
0.006712007999420166, | |
0.006764008045196533, | |
0.006742248058319092, | |
0.006892168045043946, | |
0.006873127937316895, | |
0.006873447895050049, | |
0.006883368015289306, | |
0.006835048198699951, | |
0.010147051811218262, | |
0.0069124879837036135, | |
0.006918568134307862, | |
0.006959368228912353, | |
0.006804327964782714, | |
0.006796648025512695, | |
0.00684224796295166, | |
0.006794568061828613, | |
0.0067812871932983396, | |
0.006778728008270263, | |
0.006799047946929932, | |
0.006825128078460693, | |
0.006794248104095459, | |
0.00679744815826416, | |
0.006776648044586182, | |
0.006765448093414307, | |
0.006788008213043213, | |
0.007051047801971436, | |
0.006833608150482178, | |
0.006818408012390136, | |
0.006823847770690918, | |
0.00684384822845459, | |
0.006885767936706543, | |
0.0068489680290222165, | |
0.006827208042144775, | |
0.006840328216552735, | |
0.0068312082290649416, | |
0.006827688217163086, | |
0.006835207939147949, | |
0.006844327926635742, | |
0.0068160080909729, | |
0.006830088138580322, | |
0.006812006950378418, | |
0.006809607028961182, | |
0.006810567855834961, | |
0.006836167812347412, | |
0.006805448055267334, | |
0.0068294482231140135, | |
0.007106888771057129, | |
0.007025928020477295, | |
0.006852488040924073, | |
0.006865128040313721, | |
0.006853288173675537, | |
0.00683408784866333, | |
0.006812967777252197, | |
0.00684608793258667, | |
0.012391533851623535, | |
0.005260486125946045, | |
0.007108647823333741, | |
0.00691920804977417, | |
0.0069398488998413084, | |
0.006944007873535156, | |
0.006926887989044189, | |
0.00694208812713623, | |
0.0069273681640625, | |
0.006872968196868896, | |
0.006881288051605225, | |
0.006906407833099365, | |
0.006892807960510254, | |
0.00683568811416626, | |
0.006821447849273681, | |
0.006816487789154052, | |
0.006810247898101807, | |
0.006759848117828369, | |
0.006848008155822754, | |
0.006826568126678467, | |
0.006814087867736816, | |
0.00684176778793335, | |
0.006856808185577393, | |
0.006893288135528564, | |
0.006876008033752441, | |
0.006861767768859863, | |
0.006869607925415039, | |
0.0069144082069396975, | |
0.006940328121185303, | |
0.006915688037872314, | |
0.006908487796783447, | |
0.0068985681533813474, | |
0.007673929214477539, | |
0.00779888916015625, | |
0.007632648944854737, | |
0.007410728931427002, | |
0.006916007995605469, | |
0.007581608772277832, | |
0.007800008773803711, | |
0.007904489040374756, | |
0.007876169204711915, | |
0.007371209144592285, | |
0.007373928070068359, | |
0.007596808910369873, | |
0.007615209102630615, | |
0.007853768825531005, | |
0.0074740891456604, | |
0.007421449184417724, | |
0.007222407817840576, | |
0.007191047191619873, | |
0.007086567878723145, | |
0.007147848129272461, | |
0.006796167850494385, | |
0.0068580880165100095, | |
0.006827047824859619, | |
0.006830887794494629 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 143.341766868912 | |
}, | |
"energy": null, | |
"efficiency": null, | |
"measures": null | |
} | |
} | |
} |