rocm
/
cuda_inference_transformers_image-classification_google
/vit-base-patch16-224
/benchmark.json
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
4cbe057
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.0.dev20231010+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "transformers", | |
| "model_type": "vit", | |
| "model": "google/vit-base-patch16-224", | |
| "processor": "google/vit-base-patch16-224", | |
| "device": "cuda", | |
| "device_ids": "5", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "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": 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": "0.34.2", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.475008, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 40124.608512, | |
| "max_reserved": 400.556032, | |
| "max_allocated": 346.271744 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.112611328125, | |
| "mean": 8.112611328125, | |
| "stdev": 0.0, | |
| "p50": 8.112611328125, | |
| "p90": 8.112611328125, | |
| "p95": 8.112611328125, | |
| "p99": 8.112611328125, | |
| "values": [ | |
| 8.112611328125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1118.420992, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 183923.613696, | |
| "max_reserved": 406.847488, | |
| "max_allocated": 355.303424 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 159, | |
| "total": 0.9975961546897891, | |
| "mean": 0.006274189652137037, | |
| "stdev": 0.0005027681297862836, | |
| "p50": 0.00616878604888916, | |
| "p90": 0.006621679973602295, | |
| "p95": 0.006640223884582519, | |
| "p99": 0.007615082492828346, | |
| "values": [ | |
| 0.006448463916778564, | |
| 0.006396144866943359, | |
| 0.006025265216827393, | |
| 0.006173104763031006, | |
| 0.006207505226135254, | |
| 0.006235505104064941, | |
| 0.00629534387588501, | |
| 0.006249744892120362, | |
| 0.006221105098724365, | |
| 0.006203985214233399, | |
| 0.006213425159454345, | |
| 0.00611438512802124, | |
| 0.006099024772644043, | |
| 0.006094385147094727, | |
| 0.006098384857177734, | |
| 0.006129905223846436, | |
| 0.006099026203155517, | |
| 0.006053425788879394, | |
| 0.006012465000152588, | |
| 0.006031185150146484, | |
| 0.005982386112213135, | |
| 0.005982544898986817, | |
| 0.0059671859741210935, | |
| 0.005974864959716797, | |
| 0.010655974388122559, | |
| 0.006285904884338379, | |
| 0.006023825168609619, | |
| 0.0059935860633850094, | |
| 0.005987024784088134, | |
| 0.005979506015777588, | |
| 0.005960144996643066, | |
| 0.005936466217041016, | |
| 0.005936785221099854, | |
| 0.005980465888977051, | |
| 0.00865341854095459, | |
| 0.006346864223480225, | |
| 0.006138545036315918, | |
| 0.005924146175384521, | |
| 0.006133265018463134, | |
| 0.006405744075775146, | |
| 0.0067033438682556155, | |
| 0.005855024814605713, | |
| 0.005868145942687988, | |
| 0.005869746208190918, | |
| 0.00601838493347168, | |
| 0.006385105133056641, | |
| 0.006601903915405273, | |
| 0.006595505237579346, | |
| 0.006560625076293946, | |
| 0.006583983898162842, | |
| 0.0065609450340271, | |
| 0.006572305202484131, | |
| 0.006585584163665771, | |
| 0.006579343795776367, | |
| 0.006536943912506104, | |
| 0.006555825233459473, | |
| 0.006552305221557617, | |
| 0.00657566499710083, | |
| 0.006579023838043213, | |
| 0.006528625011444092, | |
| 0.0065609450340271, | |
| 0.006590384960174561, | |
| 0.006559024810791016, | |
| 0.006586863994598389, | |
| 0.006603504180908203, | |
| 0.006559184074401855, | |
| 0.006609263896942138, | |
| 0.006602704048156738, | |
| 0.006640143871307373, | |
| 0.0066324639320373534, | |
| 0.006640944004058838, | |
| 0.0066147041320800785, | |
| 0.006652143955230713, | |
| 0.006603343963623047, | |
| 0.006548463821411133, | |
| 0.006590864181518555, | |
| 0.006863183975219726, | |
| 0.00660622501373291, | |
| 0.0066324639320373534, | |
| 0.006643343925476075, | |
| 0.006631343841552734, | |
| 0.0065895838737487795, | |
| 0.0066036639213562015, | |
| 0.006577904224395752, | |
| 0.006621424198150635, | |
| 0.0066220641136169435, | |
| 0.006599503993988037, | |
| 0.006638703823089599, | |
| 0.0066435041427612305, | |
| 0.006566864013671875, | |
| 0.006425264835357666, | |
| 0.0058577461242675785, | |
| 0.005863986015319824, | |
| 0.005830066204071045, | |
| 0.0058558259010314945, | |
| 0.0058889460563659665, | |
| 0.00587950611114502, | |
| 0.005876145839691162, | |
| 0.006075345993041993, | |
| 0.005887505054473877, | |
| 0.0058987059593200684, | |
| 0.005864786148071289, | |
| 0.005885584831237793, | |
| 0.005869746208190918, | |
| 0.005905745983123779, | |
| 0.005856945991516114, | |
| 0.00590078592300415, | |
| 0.005893586158752441, | |
| 0.005921425819396972, | |
| 0.005876145839691162, | |
| 0.005896305084228516, | |
| 0.005847186088562012, | |
| 0.005895026206970215, | |
| 0.005862865924835205, | |
| 0.005856144905090332, | |
| 0.005854866027832031, | |
| 0.005847665786743164, | |
| 0.0058388662338256835, | |
| 0.005849265098571778, | |
| 0.005819506168365478, | |
| 0.005846705913543701, | |
| 0.005854385852813721, | |
| 0.005837265968322754, | |
| 0.005851826190948486, | |
| 0.005875825881958008, | |
| 0.005860946178436279, | |
| 0.005831984996795654, | |
| 0.005840146064758301, | |
| 0.005852305889129638, | |
| 0.006008464813232422, | |
| 0.006607664108276367, | |
| 0.006621583938598633, | |
| 0.006630383968353272, | |
| 0.006560463905334473, | |
| 0.006160944938659668, | |
| 0.006003505229949952, | |
| 0.006154224872589111, | |
| 0.006005906105041504, | |
| 0.006136465072631836, | |
| 0.00641374397277832, | |
| 0.006560783863067627, | |
| 0.006574223995208741, | |
| 0.0066129441261291505, | |
| 0.006597904205322266, | |
| 0.0065681438446044925, | |
| 0.0066275038719177245, | |
| 0.006475984096527099, | |
| 0.006155984878540039, | |
| 0.006065585136413574, | |
| 0.006181904792785645, | |
| 0.0059910259246826175, | |
| 0.006580783843994141, | |
| 0.006267183780670166, | |
| 0.0062180647850036625, | |
| 0.006135184764862061, | |
| 0.006023344993591309, | |
| 0.00616878604888916, | |
| 0.006013425827026367, | |
| 0.006187664985656738 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 159.38313239533528 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |