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
bb9c262
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": 1036.054528, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 48476.24192, | |
| "max_reserved": 400.556032, | |
| "max_allocated": 346.271744 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.201970703125, | |
| "mean": 8.201970703125, | |
| "stdev": 0.0, | |
| "p50": 8.201970703125, | |
| "p90": 8.201970703125, | |
| "p95": 8.201970703125, | |
| "p99": 8.201970703125, | |
| "values": [ | |
| 8.201970703125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1210.413056, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 176366.473216, | |
| "max_reserved": 406.847488, | |
| "max_allocated": 355.303424 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 163, | |
| "total": 0.9977875909805295, | |
| "mean": 0.006121396263684231, | |
| "stdev": 0.0007011964973094727, | |
| "p50": 0.006047338962554932, | |
| "p90": 0.006540713691711426, | |
| "p95": 0.006651672840118408, | |
| "p99": 0.006881198425292968, | |
| "values": [ | |
| 0.006827816009521485, | |
| 0.006447658061981201, | |
| 0.00641821813583374, | |
| 0.006248618125915527, | |
| 0.006230059146881103, | |
| 0.006411817073822022, | |
| 0.0062218990325927735, | |
| 0.006258217811584472, | |
| 0.006184617996215821, | |
| 0.0061956591606140135, | |
| 0.006146697998046875, | |
| 0.006190538883209229, | |
| 0.006072299003601074, | |
| 0.013814831733703613, | |
| 0.004006065845489502, | |
| 0.003995666027069092, | |
| 0.004282384872436523, | |
| 0.005918540000915527, | |
| 0.005948459148406983, | |
| 0.005930859088897705, | |
| 0.0059116601943969725, | |
| 0.005938858985900879, | |
| 0.005916140079498291, | |
| 0.005966219902038574, | |
| 0.00593821907043457, | |
| 0.006092779159545899, | |
| 0.006202218055725098, | |
| 0.006096778869628906, | |
| 0.006062219142913819, | |
| 0.006045098781585693, | |
| 0.006018379211425781, | |
| 0.005984939098358154, | |
| 0.006043018817901612, | |
| 0.006016778945922852, | |
| 0.006053898811340332, | |
| 0.006068298816680908, | |
| 0.005974379062652588, | |
| 0.005984939098358154, | |
| 0.0059714999198913574, | |
| 0.005949738979339599, | |
| 0.005953100204467774, | |
| 0.00601901912689209, | |
| 0.006002539157867431, | |
| 0.005955978870391846, | |
| 0.005955979824066162, | |
| 0.005907979965209961, | |
| 0.005955499172210693, | |
| 0.005975979804992676, | |
| 0.005947659969329834, | |
| 0.00696829605102539, | |
| 0.006545097827911377, | |
| 0.006108939170837402, | |
| 0.006065578937530518, | |
| 0.006074859142303467, | |
| 0.006047338962554932, | |
| 0.006260778903961182, | |
| 0.00610093879699707, | |
| 0.006117739200592041, | |
| 0.0060847787857055665, | |
| 0.00609709882736206, | |
| 0.006078059196472168, | |
| 0.006038700103759766, | |
| 0.006047820091247559, | |
| 0.006225419044494629, | |
| 0.005955179214477539, | |
| 0.0061407790184021, | |
| 0.006223978042602539, | |
| 0.00611069917678833, | |
| 0.006154058933258056, | |
| 0.006152139186859131, | |
| 0.006118699073791504, | |
| 0.006150057792663574, | |
| 0.006103979110717773, | |
| 0.005936940193176269, | |
| 0.006183019161224365, | |
| 0.0060554990768432616, | |
| 0.005893420219421386, | |
| 0.006079819202423096, | |
| 0.006194058895111084, | |
| 0.006128139019012451, | |
| 0.006110858917236328, | |
| 0.006010058879852295, | |
| 0.006113419055938721, | |
| 0.006127499103546143, | |
| 0.006075658798217773, | |
| 0.006095337867736817, | |
| 0.006061419010162354, | |
| 0.005921259880065918, | |
| 0.005918698787689209, | |
| 0.005912300109863281, | |
| 0.005896779060363769, | |
| 0.006072459220886231, | |
| 0.006116939067840576, | |
| 0.006347978115081787, | |
| 0.006345258235931396, | |
| 0.006254539012908935, | |
| 0.006194858074188232, | |
| 0.005987499237060547, | |
| 0.005898059844970703, | |
| 0.005891819000244141, | |
| 0.0059426999092102055, | |
| 0.005926538944244384, | |
| 0.00593421983718872, | |
| 0.005938859939575195, | |
| 0.005905900001525879, | |
| 0.005911818981170654, | |
| 0.005947179794311523, | |
| 0.005924298763275147, | |
| 0.005934379100799561, | |
| 0.005891660213470459, | |
| 0.005905418872833252, | |
| 0.005925899982452393, | |
| 0.00592189884185791, | |
| 0.005924779891967774, | |
| 0.00592765998840332, | |
| 0.005944939136505127, | |
| 0.005939020156860352, | |
| 0.0059500598907470705, | |
| 0.005954218864440918, | |
| 0.005913099765777588, | |
| 0.005965418815612793, | |
| 0.005941099166870118, | |
| 0.005943019866943359, | |
| 0.00601230001449585, | |
| 0.005933739185333252, | |
| 0.005928618907928467, | |
| 0.005922379970550537, | |
| 0.005915019035339355, | |
| 0.005926060199737549, | |
| 0.00590749979019165, | |
| 0.0059159789085388185, | |
| 0.005881899833679199, | |
| 0.005939498901367187, | |
| 0.005935500144958496, | |
| 0.006180778026580811, | |
| 0.006650376796722412, | |
| 0.006645896911621094, | |
| 0.006685097217559815, | |
| 0.006714695930480957, | |
| 0.006663657188415527, | |
| 0.006652616977691651, | |
| 0.006523177146911621, | |
| 0.006156619071960449, | |
| 0.006315978050231934, | |
| 0.006262378215789795, | |
| 0.006022698879241943, | |
| 0.0066425371170043945, | |
| 0.006650217056274414, | |
| 0.006618697166442871, | |
| 0.0066423768997192385, | |
| 0.006651816844940185, | |
| 0.006614057064056397, | |
| 0.006680776119232177, | |
| 0.006314538955688477, | |
| 0.0062457389831542965, | |
| 0.006213418006896973, | |
| 0.006132779121398926, | |
| 0.006269897937774658, | |
| 0.005922379016876221, | |
| 0.005937099933624268, | |
| 0.0058946990966796875, | |
| 0.005894219875335694, | |
| 0.005900457859039306 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 163.36142228409483 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |