IlyasMoutawwakil's picture
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
a79f920 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": 1108.062208,
"max_global_vram": 409.522176,
"max_process_vram": 40850.345984,
"max_reserved": 123.731968,
"max_allocated": 102.475264
},
"latency": {
"unit": "s",
"count": 1,
"total": 7.86741064453125,
"mean": 7.86741064453125,
"stdev": 0.0,
"p50": 7.86741064453125,
"p90": 7.86741064453125,
"p95": 7.86741064453125,
"p99": 7.86741064453125,
"values": [
7.86741064453125
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1192.493056,
"max_global_vram": 521.8304,
"max_process_vram": 102787.03104,
"max_reserved": 148.897792,
"max_allocated": 113.516032
},
"latency": {
"unit": "s",
"count": 140,
"total": 0.9993932399749754,
"mean": 0.007138523142678397,
"stdev": 0.0006407521496543568,
"p50": 0.0070172581672668455,
"p90": 0.007364026069641113,
"p95": 0.007790191864967345,
"p99": 0.009304779529571499,
"values": [
0.00787389612197876,
0.007573097229003906,
0.0073516578674316406,
0.007381737232208252,
0.007298057079315186,
0.007288938045501709,
0.0072846169471740725,
0.0072972579002380375,
0.007270377159118652,
0.0072855777740478515,
0.007297418117523193,
0.007291656970977783,
0.00730413818359375,
0.007264136791229248,
0.007315978050231934,
0.007267336845397949,
0.00727581787109375,
0.0072302169799804685,
0.007284778118133545,
0.007222696781158448,
0.007554536819458008,
0.0072258968353271485,
0.007191177845001221,
0.007204137802124024,
0.007203816890716553,
0.007190537929534912,
0.010203648567199707,
0.00717261791229248,
0.007038858890533448,
0.0070303788185119625,
0.0068927788734436035,
0.007237098217010498,
0.007042538166046142,
0.007096938133239746,
0.007095657825469971,
0.007064619064331055,
0.007060298919677735,
0.007018698215484619,
0.007067498207092285,
0.007045258045196534,
0.007040297985076905,
0.007007177829742432,
0.006990219116210937,
0.006979018211364746,
0.007015818119049072,
0.006970219135284424,
0.007161258220672607,
0.00707485818862915,
0.007117897987365723,
0.007092298030853272,
0.007043017864227295,
0.007054537773132324,
0.007041897773742676,
0.007032938957214355,
0.007053258895874023,
0.007005097866058349,
0.007039658069610596,
0.006873579025268555,
0.006864459037780762,
0.006879017829895019,
0.00689181900024414,
0.007351177215576172,
0.0069319791793823245,
0.00691933822631836,
0.006924458980560303,
0.006927818775177002,
0.006917898178100586,
0.0069178991317749025,
0.006912777900695801,
0.0069020590782165525,
0.006893418788909912,
0.006903017997741699,
0.006892299175262451,
0.006894059181213379,
0.006888617992401123,
0.0068766188621521,
0.00688909912109375,
0.006871977806091309,
0.006883819103240967,
0.006881099224090576,
0.006905097961425782,
0.0068806190490722655,
0.006901258945465088,
0.006931978225708008,
0.0069306988716125485,
0.006871819019317627,
0.006897737979888916,
0.006884298801422119,
0.00686669921875,
0.006893898010253906,
0.006907339096069336,
0.006901258945465088,
0.006885578155517578,
0.0068737387657165526,
0.0072354979515075685,
0.00690573787689209,
0.012744280815124511,
0.004368466854095459,
0.006921419143676758,
0.006899178981781006,
0.006928778171539306,
0.006925579071044922,
0.006907339096069336,
0.006896779060363769,
0.0068303790092468265,
0.006922217845916748,
0.006919979095458984,
0.006883338928222656,
0.006911977767944336,
0.006906379222869873,
0.006910378932952881,
0.006914379119873047,
0.006925579071044922,
0.006890697956085205,
0.006914538860321045,
0.006890058994293213,
0.006896937847137451,
0.006928459167480468,
0.006893418788909912,
0.006897899150848388,
0.007298538208007813,
0.007817094802856445,
0.007871816158294678,
0.007786215782165528,
0.00720429801940918,
0.007193737030029297,
0.007338697910308838,
0.007307656764984131,
0.006912299156188965,
0.0068897390365600586,
0.006930058002471924,
0.007703496932983399,
0.007898536205291748,
0.007898856163024902,
0.00778877592086792,
0.00753037691116333,
0.007362058162689209,
0.007333258152008057,
0.00728205680847168,
0.007239817142486572
]
},
"throughput": {
"unit": "samples/s",
"value": 140.08499797687801
},
"energy": null,
"efficiency": null
}
}
}