IlyasMoutawwakil's picture
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
c01c982 verified
raw
history blame
11.7 kB
{
"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": 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": "error",
"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": "0.34.0",
"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": null,
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1107.7632,
"max_global_vram": 68702.69952,
"max_process_vram": 42476.191744,
"max_reserved": 123.731968,
"max_allocated": 102.475264
},
"latency": {
"unit": "s",
"count": 1,
"total": 7.93846923828125,
"mean": 7.93846923828125,
"stdev": 0.0,
"p50": 7.93846923828125,
"p90": 7.93846923828125,
"p95": 7.93846923828125,
"p99": 7.93846923828125,
"values": [
7.93846923828125
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1192.173568,
"max_global_vram": 68702.69952,
"max_process_vram": 103328.505856,
"max_reserved": 148.897792,
"max_allocated": 113.516032
},
"latency": {
"unit": "s",
"count": 137,
"total": 1.000090207099915,
"mean": 0.00729992851897748,
"stdev": 0.0010350303676868488,
"p50": 0.007112299919128418,
"p90": 0.007626217365264892,
"p95": 0.007947784996032714,
"p99": 0.011814742965698215,
"values": [
0.007717257976531983,
0.007591338157653809,
0.00745405912399292,
0.007459658145904541,
0.007492298126220703,
0.007507497787475586,
0.007536297798156739,
0.007494857788085937,
0.0074582180976867675,
0.007390538215637207,
0.007370859146118164,
0.007332618236541748,
0.007307979106903076,
0.007263819217681885,
0.007219179153442383,
0.007175018787384033,
0.007205419063568115,
0.007184138774871826,
0.0071722989082336425,
0.00711837911605835,
0.00715165901184082,
0.007246058940887451,
0.007127819061279297,
0.007194378852844238,
0.007140459060668946,
0.0071790189743041995,
0.007181418895721436,
0.007127499103546143,
0.007119178771972656,
0.007112299919128418,
0.010557889938354492,
0.007163979053497314,
0.007045898914337158,
0.007024299144744873,
0.007047979831695556,
0.007034539222717285,
0.007047019958496094,
0.007067339897155762,
0.007051659107208252,
0.007047820091247559,
0.007020619869232178,
0.007040459156036377,
0.007037899017333984,
0.007062540054321289,
0.007574858188629151,
0.007463819026947022,
0.007080459117889405,
0.007666057109832764,
0.008077417373657227,
0.007917576789855958,
0.007975176811218261,
0.007207179069519043,
0.007025898933410645,
0.007041100025177002,
0.00704413890838623,
0.007031499862670898,
0.007056459903717041,
0.007062219142913819,
0.007045100212097168,
0.007053100109100342,
0.007222858905792237,
0.007064778804779053,
0.007095018863677979,
0.0074281377792358395,
0.007074220180511475,
0.007048459053039551,
0.007072938919067383,
0.0070802998542785645,
0.007065578937530518,
0.007050858974456787,
0.007071340084075927,
0.007051179885864258,
0.007060938835144043,
0.007038060188293457,
0.007048139095306397,
0.007091498851776123,
0.007061100006103516,
0.0148724365234375,
0.00229071307182312,
0.006770700931549072,
0.007040619850158691,
0.00703325891494751,
0.0070419001579284666,
0.0070346989631652835,
0.007051979064941406,
0.007046539783477784,
0.007032779216766358,
0.007073099136352539,
0.0070614199638366695,
0.007052938938140869,
0.007047658920288086,
0.007038700103759766,
0.007057579040527344,
0.007036620140075683,
0.007010379791259766,
0.007033898830413819,
0.007047339916229248,
0.007040779113769532,
0.007037738800048828,
0.007010859966278076,
0.007050058841705322,
0.007014379978179931,
0.007065578937530518,
0.007020779132843017,
0.006985099792480469,
0.007062859058380127,
0.007086379051208496,
0.007272778987884521,
0.00803693675994873,
0.007887816905975342,
0.0073924589157104495,
0.007449897766113281,
0.007469257831573486,
0.007452777862548828,
0.0070755000114440915,
0.007385418891906738,
0.00798829698562622,
0.007940937042236328,
0.007631978034973144,
0.007369418144226075,
0.0074260587692260745,
0.007461419105529785,
0.007461738109588623,
0.007326377868652344,
0.007470539093017578,
0.007773417949676514,
0.0125217227935791,
0.0032332708835601806,
0.007610218048095703,
0.007459338188171387,
0.007619977951049805,
0.007622376918792724,
0.007618857860565186,
0.00761917781829834,
0.007581737995147705,
0.007548137187957764,
0.0071036601066589355
]
},
"throughput": {
"unit": "samples/s",
"value": 136.9876427420241
},
"energy": null,
"efficiency": null
}
}
}