IlyasMoutawwakil's picture
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
37a880c verified
raw
history blame
11.8 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": "4",
"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": "0.33.0",
"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": 1108.041728,
"max_global_vram": 409.468928,
"max_process_vram": 42245.513216,
"max_reserved": 123.731968,
"max_allocated": 102.475264
},
"latency": {
"unit": "s",
"count": 1,
"total": 8.04746728515625,
"mean": 8.04746728515625,
"stdev": 0.0,
"p50": 8.04746728515625,
"p90": 8.04746728515625,
"p95": 8.04746728515625,
"p99": 8.04746728515625,
"values": [
8.04746728515625
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1192.239104,
"max_global_vram": 521.838592,
"max_process_vram": 112953.20064,
"max_reserved": 148.897792,
"max_allocated": 113.516032
},
"latency": {
"unit": "s",
"count": 139,
"total": 0.9991877548694612,
"mean": 0.007188401114168784,
"stdev": 0.0025029485410295415,
"p50": 0.007056778907775879,
"p90": 0.007429514026641846,
"p95": 0.007876504850387574,
"p99": 0.008106778888702393,
"values": [
0.007583498001098633,
0.0072850980758666995,
0.00737565803527832,
0.007266858100891113,
0.0073676581382751466,
0.007199179172515869,
0.007243018150329589,
0.007163339138031006,
0.0072662181854248045,
0.007258539199829102,
0.007208137989044189,
0.007217258930206299,
0.007192937850952148,
0.007220778942108154,
0.007177739143371582,
0.007183659076690674,
0.007179338932037354,
0.0072802982330322265,
0.007194058895111084,
0.007131338119506836,
0.00715597915649414,
0.007096939086914063,
0.007110379219055176,
0.007100618839263916,
0.008188614845275879,
0.007498857975006104,
0.007067338943481445,
0.007061738967895508,
0.007041578769683838,
0.007057098865509033,
0.007031339168548584,
0.0070372591018676755,
0.00703981876373291,
0.007010058879852295,
0.0070372591018676755,
0.007039659023284912,
0.007017259120941162,
0.007039339065551758,
0.007043498992919922,
0.007044619083404541,
0.007000139236450195,
0.007009579181671143,
0.007003018856048584,
0.007026379108428955,
0.0070542187690734864,
0.00702557897567749,
0.007028298854827881,
0.006984139919281006,
0.007054539203643799,
0.0070158190727233885,
0.007022378921508789,
0.007021739006042481,
0.00703981876373291,
0.0070151791572570805,
0.007005898952484131,
0.007482858180999756,
0.007030698776245117,
0.007003818988800049,
0.007022378921508789,
0.007017259120941162,
0.007000938892364502,
0.007016940116882324,
0.0070486202239990236,
0.007314058780670166,
0.0070439791679382325,
0.007069738864898681,
0.007085739135742187,
0.007056778907775879,
0.0072838177680969235,
0.007296298027038574,
0.007080618858337402,
0.007072459220886231,
0.00702669906616211,
0.007016458988189697,
0.007055179119110107,
0.0070370988845825195,
0.007032938957214355,
0.007035819053649903,
0.00704413890838623,
0.03450757598876953,
0.0023395130634307863,
0.0023297529220581053,
0.0023308730125427245,
0.0023297529220581053,
0.0024046330451965334,
0.007072779178619384,
0.007040139198303223,
0.0070865387916564946,
0.007068459033966064,
0.007069899082183838,
0.007066379070281983,
0.007067338943481445,
0.007040139198303223,
0.007036458969116211,
0.00705997896194458,
0.007102859020233154,
0.007080618858337402,
0.007047179222106933,
0.0070228590965271,
0.007025739192962646,
0.00704141902923584,
0.0070225391387939455,
0.007016458988189697,
0.0070127792358398435,
0.0069356589317321774,
0.007367338180541992,
0.00787485694885254,
0.007899655818939208,
0.007973257064819337,
0.007463818073272705,
0.007617417812347412,
0.00789133596420288,
0.007913577079772948,
0.007896137237548829,
0.007289738178253174,
0.007359498023986817,
0.007404138088226318,
0.007387978076934814,
0.0074209380149841304,
0.007292139053344727,
0.007527018070220947,
0.0072996578216552735,
0.0072641391754150395,
0.0071124591827392575,
0.007073740005493164,
0.007229578971862793,
0.007114698886871338,
0.006981898784637451,
0.007035500049591065,
0.007005898952484131,
0.00702669906616211,
0.007009418964385986,
0.007012938976287842,
0.007008139133453369,
0.0070084590911865235,
0.006995820045471192,
0.007046539783477784,
0.007015339851379395,
0.00701373815536499
]
},
"throughput": {
"unit": "samples/s",
"value": 139.11299385185086
},
"energy": null,
"efficiency": null
}
}
}