IlyasMoutawwakil's picture
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
fb38d98 verified
raw
history blame
12 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": "6",
"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": "warn",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082014.482432,
"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",
"optimum_benchmark_commit": null,
"transformers_version": "4.45.2",
"transformers_commit": null,
"accelerate_version": "1.0.0",
"accelerate_commit": null,
"diffusers_version": "0.30.3",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": "0.13.0",
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1177.501696,
"max_global_vram": 68702.69952,
"max_process_vram": 6071.042048,
"max_reserved": 123.731968,
"max_allocated": 102.475264
},
"latency": {
"unit": "s",
"values": [
0.44374951171875
],
"count": 1,
"total": 0.44374951171875,
"mean": 0.44374951171875,
"p50": 0.44374951171875,
"p90": 0.44374951171875,
"p95": 0.44374951171875,
"p99": 0.44374951171875,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1261.907968,
"max_global_vram": 68702.69952,
"max_process_vram": 104246.857728,
"max_reserved": 148.897792,
"max_allocated": 113.516032
},
"latency": {
"unit": "s",
"values": [
0.008276501655578613,
0.007634739875793457,
0.007225460052490235,
0.007136818885803223,
0.007051699161529541,
0.007033778190612793,
0.007018259048461914,
0.00700545883178711,
0.007000339031219482,
0.00702257776260376,
0.007050098896026612,
0.007009298801422119,
0.006998898983001709,
0.006987698078155517,
0.00720129919052124,
0.0069955382347106935,
0.007015538215637207,
0.0069726591110229495,
0.007145618915557862,
0.006950579166412354,
0.007083058834075928,
0.006944657802581787,
0.00693441915512085,
0.0070246591567993165,
0.006952017784118652,
0.006939058780670166,
0.0069556980133056645,
0.00705473804473877,
0.006968978881835937,
0.006965299129486084,
0.007089778900146484,
0.006976977825164795,
0.0069609789848327636,
0.007056818962097168,
0.006978899002075195,
0.0069513778686523435,
0.006962738990783692,
0.0069368181228637695,
0.006936819076538086,
0.007086578845977783,
0.006948338985443115,
0.006949458122253418,
0.006944018840789795,
0.006934578895568848,
0.007631060123443604,
0.008022900581359863,
0.00799346113204956,
0.007817300796508789,
0.007797461032867431,
0.00780194091796875,
0.007507699966430664,
0.006875698089599609,
0.006903219223022461,
0.006873618125915528,
0.007026419162750244,
0.006900658130645752,
0.006890419006347656,
0.006887378215789795,
0.006895538806915283,
0.006885777950286865,
0.006874098777770996,
0.006868658065795899,
0.006860497951507568,
0.006960818767547608,
0.006920018196105957,
0.006892337799072266,
0.0068848180770874024,
0.006891378879547119,
0.006928497791290283,
0.006909938812255859,
0.006892817974090576,
0.007218739986419678,
0.007631380081176758,
0.007194418907165528,
0.00719681978225708,
0.006938898086547852,
0.006945778846740722,
0.0069576182365417485,
0.007157138824462891,
0.006957938194274902,
0.006982258796691895,
0.006980978965759278,
0.006985777854919433,
0.0069444990158081055,
0.007100658893585205,
0.006950098991394043,
0.006971697807312011,
0.006964179039001464,
0.0071102590560913085,
0.006984179019927979,
0.0069795379638671875,
0.00695569896697998,
0.006957778930664063,
0.007111059188842773,
0.007094738960266113,
0.007096979141235351,
0.007153618812561035,
0.007149778842926026,
0.006946898937225342,
0.006934577941894531,
0.006913138866424561,
0.006941778182983398,
0.006926418781280518,
0.006952338218688965,
0.0069084978103637696,
0.006983377933502197,
0.006991058826446533,
0.006979379177093506,
0.0069752178192138675,
0.006969779014587402,
0.006992818832397461,
0.007001458168029785,
0.006963377952575684,
0.006961298942565918,
0.006963858127593994,
0.006941779136657715,
0.00693441915512085,
0.0069372978210449215,
0.0073595399856567385,
0.007308178901672363,
0.007251859188079834,
0.007259219169616699,
0.00733761978149414,
0.007378900051116943,
0.007416659832000732,
0.00736945915222168,
0.007275219917297363,
0.007271859169006347,
0.007310739040374756,
0.007123379230499267,
0.007191539764404297,
0.0073164992332458495,
0.0072477002143859865,
0.007317779064178467,
0.007356019973754882,
0.006954098224639892,
0.006964656829833984,
0.007201138973236084,
0.007533460140228271,
0.007467539787292481,
0.007410258769989014
],
"count": 141,
"total": 1.0002786626815798,
"mean": 0.007094174912635316,
"p50": 0.006983377933502197,
"p90": 0.007378900051116943,
"p95": 0.007631380081176758,
"p99": 0.008011124801635742,
"stdev": 0.0002512836666349602,
"stdev_": 3.542112644944842
},
"throughput": {
"unit": "samples/s",
"value": 140.96071950790454
},
"energy": null,
"efficiency": null
}
}
}