IlyasMoutawwakil's picture
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
b7f231e verified
raw
history blame
10.9 kB
{
"config": {
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
"backend": {
"name": "pytorch",
"version": "2.4.0+rocm6.1",
"_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": "0",
"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": 1469.17376,
"max_global_vram": 11.087872,
"max_process_vram": 0.0,
"max_reserved": 123.731968,
"max_allocated": 102.475264
},
"latency": {
"unit": "s",
"count": 1,
"total": 8.102890625,
"mean": 8.102890625,
"stdev": 0.0,
"p50": 8.102890625,
"p90": 8.102890625,
"p95": 8.102890625,
"p99": 8.102890625,
"values": [
8.102890625
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1555.685376,
"max_global_vram": 11.149312,
"max_process_vram": 0.0,
"max_reserved": 148.897792,
"max_allocated": 113.516032
},
"latency": {
"unit": "s",
"count": 120,
"total": 1.0023021020889287,
"mean": 0.008352517517407735,
"stdev": 0.0005699882983985471,
"p50": 0.008188376426696776,
"p90": 0.009083766078948976,
"p95": 0.009262909984588624,
"p99": 0.009770253772735596,
"values": [
0.008870534896850586,
0.00904989528656006,
0.009182853698730469,
0.009250534057617188,
0.009229892730712891,
0.009240934371948242,
0.009499492645263672,
0.010093091011047363,
0.00978685188293457,
0.009699493408203126,
0.009082694053649903,
0.00894173526763916,
0.008972614288330079,
0.008921895027160644,
0.008835814476013183,
0.008806694984436035,
0.008882695198059083,
0.008918214797973632,
0.008795655250549317,
0.008846214294433594,
0.008869415283203124,
0.008893733978271484,
0.009093414306640625,
0.009142053604125977,
0.009498052597045899,
0.009579973220825195,
0.008549256324768066,
0.008538535118103027,
0.008540936470031738,
0.008596454620361328,
0.008634855270385742,
0.008693414688110352,
0.008634535789489747,
0.008660615921020508,
0.008611495018005372,
0.008676135063171386,
0.00862749481201172,
0.008669095993041992,
0.008649255752563477,
0.008672454833984374,
0.008676295280456542,
0.008655335426330566,
0.008614695549011231,
0.008636775970458985,
0.008657574653625488,
0.008645255088806153,
0.008697574615478515,
0.008756295204162597,
0.008730375289916992,
0.008782375335693359,
0.008779814720153808,
0.008296775817871093,
0.007967977046966553,
0.0077566180229187015,
0.007780938148498535,
0.007785737037658691,
0.008008617401123047,
0.007809738159179688,
0.007835658073425292,
0.007802217960357666,
0.00783693790435791,
0.0078246169090271,
0.007795177936553955,
0.007750217914581299,
0.007722698211669922,
0.0077834978103637695,
0.007801417827606201,
0.007830536842346192,
0.007824617862701416,
0.007851817131042481,
0.007869257926940917,
0.00781725788116455,
0.007796617984771728,
0.007713098049163819,
0.007779337882995605,
0.007827336788177491,
0.007983656883239746,
0.007747178077697754,
0.007859017848968506,
0.00784317684173584,
0.007833258152008056,
0.007817737102508545,
0.007813737869262696,
0.00781357717514038,
0.007832618236541748,
0.007813258171081543,
0.007852458000183105,
0.007801578044891357,
0.007827657222747803,
0.007781737804412841,
0.007803338050842285,
0.007829738140106202,
0.0077993378639221195,
0.007809257030487061,
0.007823338031768799,
0.0077823781967163086,
0.007844137191772462,
0.00780413818359375,
0.007834376811981202,
0.00781885814666748,
0.0078049378395080565,
0.007842217922210694,
0.00807997703552246,
0.008055657386779784,
0.008025096893310548,
0.007935816764831544,
0.007706058025360107,
0.007874376773834228,
0.007873258113861085,
0.007948456764221191,
0.008064777374267577,
0.008497414588928222,
0.008787654876708984,
0.008774054527282716,
0.008755494117736816,
0.007946217060089111,
0.008303976058959961,
0.008560296058654784,
0.00870589542388916,
0.008750855445861816
]
},
"throughput": {
"unit": "samples/s",
"value": 119.72438224952772
},
"energy": null,
"efficiency": null
}
}
}