IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
733eb30
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", | |
"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": "56d026bf244c6516d8cb780280ce7cc6505f270e", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1829.892096, | |
"max_global_vram": 1521.655808, | |
"max_process_vram": 99717.320704, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.51808 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 165, | |
"total": 0.9970742974281313, | |
"mean": 0.006042874529867462, | |
"stdev": 0.0003542594052673231, | |
"p50": 0.00602992582321167, | |
"p90": 0.006372326374053955, | |
"p95": 0.006486343193054199, | |
"p99": 0.006724671897888181, | |
"values": [ | |
0.006258086204528808, | |
0.00614320707321167, | |
0.006658085823059082, | |
0.006521286010742188, | |
0.006488807201385498, | |
0.006526727199554444, | |
0.006515046119689941, | |
0.006233767032623291, | |
0.005796966075897217, | |
0.005898565769195557, | |
0.0059350461959838865, | |
0.005951365947723389, | |
0.005811046123504639, | |
0.005782566070556641, | |
0.0057648057937622075, | |
0.005871846199035645, | |
0.005958566188812256, | |
0.006161126136779785, | |
0.005722085952758789, | |
0.005756646156311035, | |
0.005731046199798584, | |
0.005734725952148438, | |
0.005736966133117676, | |
0.005732964992523193, | |
0.005754244804382324, | |
0.00575968599319458, | |
0.006035046100616455, | |
0.00595072603225708, | |
0.005943205833435059, | |
0.005775365829467773, | |
0.005969126224517823, | |
0.006070886135101318, | |
0.009302889823913574, | |
0.0068430471420288085, | |
0.0064964861869812015, | |
0.006533287048339844, | |
0.006475206851959229, | |
0.0064371261596679686, | |
0.005900966167449951, | |
0.006106246948242187, | |
0.006173766136169433, | |
0.00602992582321167, | |
0.006458086967468262, | |
0.006238726139068604, | |
0.006208006858825684, | |
0.006256005764007568, | |
0.0061361660957336426, | |
0.00605040693283081, | |
0.006112805843353272, | |
0.006030086040496826, | |
0.006193766117095947, | |
0.005824326038360595, | |
0.006162726879119873, | |
0.006147525787353516, | |
0.006182886123657226, | |
0.006301927089691162, | |
0.006447845935821533, | |
0.006450086116790771, | |
0.006451686859130859, | |
0.006232485771179199, | |
0.00636320686340332, | |
0.005974085807800293, | |
0.006186086177825928, | |
0.006116005897521972, | |
0.0059884867668151855, | |
0.0061936058998107914, | |
0.005980966091156006, | |
0.0057532858848571775, | |
0.005712965965270996, | |
0.005704326152801514, | |
0.005732485771179199, | |
0.005698245048522949, | |
0.005773284912109375, | |
0.00575152587890625, | |
0.0057721657752990724, | |
0.005772806167602539, | |
0.005741285800933838, | |
0.005734405994415283, | |
0.005759046077728271, | |
0.005781126022338867, | |
0.005767045974731445, | |
0.00578208589553833, | |
0.005778086185455322, | |
0.005777445793151856, | |
0.0057668848037719725, | |
0.005773765087127685, | |
0.005766565799713135, | |
0.005757765769958496, | |
0.005762246131896973, | |
0.005763686180114746, | |
0.005729445934295654, | |
0.005765446186065674, | |
0.005725766181945801, | |
0.00571824598312378, | |
0.0057740859985351565, | |
0.00572000503540039, | |
0.005742725849151612, | |
0.005752806186676025, | |
0.005765126228332519, | |
0.0058163261413574216, | |
0.005866086006164551, | |
0.0059948859214782714, | |
0.005766086101531983, | |
0.0057851262092590335, | |
0.005866725921630859, | |
0.00575584602355957, | |
0.005751845836639405, | |
0.005737765789031983, | |
0.0057998461723327635, | |
0.005886085987091064, | |
0.005731525897979736, | |
0.006128486156463623, | |
0.006118405818939209, | |
0.00622400712966919, | |
0.006136645793914795, | |
0.00608448600769043, | |
0.006081286907196045, | |
0.0061392059326171875, | |
0.006194886207580567, | |
0.006260487079620361, | |
0.006231845855712891, | |
0.00623056697845459, | |
0.006079686164855957, | |
0.006180965900421142, | |
0.0060315260887146, | |
0.0061420869827270505, | |
0.006089285850524902, | |
0.006256966114044189, | |
0.006140487194061279, | |
0.006149126052856445, | |
0.006137125968933106, | |
0.005988006114959717, | |
0.0061867270469665525, | |
0.005998725891113281, | |
0.006268166065216065, | |
0.006195207118988037, | |
0.006135846138000488, | |
0.006039686203002929, | |
0.006131687164306641, | |
0.006108006000518799, | |
0.006043045997619629, | |
0.006097926139831543, | |
0.006231687068939209, | |
0.0063784060478210445, | |
0.006476487159729004, | |
0.00621056604385376, | |
0.006096645832061768, | |
0.005957925796508789, | |
0.00598896598815918, | |
0.005967845916748047, | |
0.006284485816955567, | |
0.0059379258155822755, | |
0.005768805980682373, | |
0.005751046180725097, | |
0.005775206089019776, | |
0.00574880599975586, | |
0.006220006942749023, | |
0.006301126003265381, | |
0.006156645774841309, | |
0.006315526962280274, | |
0.006182886123657226, | |
0.005924325942993164, | |
0.006253126144409179, | |
0.0060108861923217774, | |
0.006133446216583252 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 165.48415742498182 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |