IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
fd01ab9
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": "5", | |
"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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": 1082014.490624, | |
"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": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.12", | |
"timm_commit": null, | |
"peft_version": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1180.479488, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 7693.35296, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.4702275695800781 | |
], | |
"count": 1, | |
"total": 0.4702275695800781, | |
"mean": 0.4702275695800781, | |
"p50": 0.4702275695800781, | |
"p90": 0.4702275695800781, | |
"p95": 0.4702275695800781, | |
"p99": 0.4702275695800781, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1254.105088, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 105787.06432, | |
"max_reserved": 148.897792, | |
"max_allocated": 124.554752 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.007971321105957031, | |
0.007154843807220459, | |
0.00706780481338501, | |
0.0071049251556396485, | |
0.007121724128723144, | |
0.0071311650276184085, | |
0.007126523971557617, | |
0.007089564800262451, | |
0.007091004848480225, | |
0.007110044956207275, | |
0.00706124496459961, | |
0.0071305251121521, | |
0.007151323795318604, | |
0.007150044918060303, | |
0.007142044067382812, | |
0.007138205051422119, | |
0.007080605030059814, | |
0.007081405162811279, | |
0.007077245235443115, | |
0.007177245140075683, | |
0.007040286064147949, | |
0.00704300594329834, | |
0.007150845050811767, | |
0.007038684844970703, | |
0.007140123844146728, | |
0.007033245086669922, | |
0.007049884796142578, | |
0.007070525169372559, | |
0.007083324909210205, | |
0.007042524814605713, | |
0.007034365177154541, | |
0.007040925025939941, | |
0.0070657248497009275, | |
0.007029405117034912, | |
0.007025084972381592, | |
0.007057565212249756, | |
0.0070314850807189945, | |
0.007238043785095215, | |
0.007037885189056396, | |
0.0070302047729492185, | |
0.007069085121154785, | |
0.00703932523727417, | |
0.007055164813995362, | |
0.006995484828948974, | |
0.007037885189056396, | |
0.007057724952697754, | |
0.007053245067596436, | |
0.007042524814605713, | |
0.0070271649360656736, | |
0.007032444953918457, | |
0.007048285007476807, | |
0.007035964965820312, | |
0.007029085159301758, | |
0.007023805141448974, | |
0.007059165000915527, | |
0.007041725158691406, | |
0.007027484893798828, | |
0.007014365196228028, | |
0.007059804916381836, | |
0.007046685218811035, | |
0.007025245189666748, | |
0.006997244834899902, | |
0.007008925914764404, | |
0.007201244831085205, | |
0.007028124809265137, | |
0.007035164833068847, | |
0.007079965114593506, | |
0.007073884963989258, | |
0.00709228515625, | |
0.007061564922332763, | |
0.0070724449157714845, | |
0.007062845230102539, | |
0.007080444812774658, | |
0.007064284801483155, | |
0.007059484958648682, | |
0.007064925193786621, | |
0.007058205127716065, | |
0.007056125164031982, | |
0.007053724765777588, | |
0.007059965133666992, | |
0.007056924819946289, | |
0.007044925212860108, | |
0.007036446094512939, | |
0.007018846035003662, | |
0.007054524898529053, | |
0.007056446075439453, | |
0.007081884860992432, | |
0.0070479650497436526, | |
0.007434203147888184, | |
0.007075805187225342, | |
0.007070845127105713, | |
0.007071165084838868, | |
0.007046844959259033, | |
0.007080764770507813, | |
0.007082045078277588, | |
0.007072925090789795, | |
0.007099484920501709, | |
0.007050684928894043, | |
0.007064284801483155, | |
0.007034046173095703, | |
0.007039006233215332, | |
0.007054366111755371, | |
0.007027805805206299, | |
0.00702492618560791, | |
0.007097404956817627, | |
0.007050845146179199, | |
0.00706828498840332, | |
0.007038364887237549, | |
0.007079484939575195, | |
0.007062204837799072, | |
0.007061405181884766, | |
0.007062365055084228, | |
0.00705788516998291, | |
0.007025565147399902, | |
0.007025566101074219, | |
0.007019485950469971, | |
0.007068604946136475, | |
0.007048445224761963, | |
0.007024604797363282, | |
0.006999646186828613, | |
0.007047485828399658, | |
0.007050526142120361, | |
0.007031645774841309, | |
0.007047485828399658, | |
0.007032286167144775, | |
0.007033565998077393, | |
0.007021406173706055, | |
0.007010685920715332, | |
0.007034844875335693, | |
0.00702732515335083, | |
0.007055164813995362, | |
0.0070607647895812985, | |
0.007068924903869629, | |
0.007070845127105713, | |
0.007079325199127197, | |
0.007050045013427734, | |
0.007047484874725342, | |
0.0070871648788452144, | |
0.0070798048973083495, | |
0.007026044845581054, | |
0.007019804954528809 | |
], | |
"count": 141, | |
"total": 0.9969744343757633, | |
"mean": 0.0070707406693316524, | |
"p50": 0.007056125164031982, | |
"p90": 0.007126523971557617, | |
"p95": 0.007150845050811767, | |
"p99": 0.007355739402770995, | |
"stdev": 9.097919507312623e-05, | |
"stdev_": 1.286699644744938 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 282.85579878140913 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |