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
14c8810
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": "6", | |
| "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": "0.34.0", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1036.795904, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 45934.333952, | |
| "max_reserved": 400.556032, | |
| "max_allocated": 346.271744 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.1544462890625, | |
| "mean": 8.1544462890625, | |
| "stdev": 0.0, | |
| "p50": 8.1544462890625, | |
| "p90": 8.1544462890625, | |
| "p95": 8.1544462890625, | |
| "p99": 8.1544462890625, | |
| "values": [ | |
| 8.1544462890625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1208.901632, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 183673.597952, | |
| "max_reserved": 406.847488, | |
| "max_allocated": 355.303424 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 161, | |
| "total": 0.9946027207374575, | |
| "mean": 0.006177656650543214, | |
| "stdev": 0.002513704838505632, | |
| "p50": 0.006032648086547851, | |
| "p90": 0.006373288154602051, | |
| "p95": 0.006740488052368164, | |
| "p99": 0.007602698040008546, | |
| "values": [ | |
| 0.006159687995910644, | |
| 0.006200967788696289, | |
| 0.0061780881881713864, | |
| 0.006221447944641113, | |
| 0.006360328197479248, | |
| 0.00627728796005249, | |
| 0.006308488845825196, | |
| 0.006223688125610352, | |
| 0.006268167972564697, | |
| 0.006278567790985108, | |
| 0.006204967975616455, | |
| 0.0061761679649353024, | |
| 0.0063198480606079105, | |
| 0.006188807964324951, | |
| 0.006099207878112793, | |
| 0.006087207794189453, | |
| 0.006141608238220215, | |
| 0.006082087993621826, | |
| 0.006071047782897949, | |
| 0.006077447891235352, | |
| 0.006033448219299317, | |
| 0.006020486831665039, | |
| 0.005988167762756348, | |
| 0.0059766478538513185, | |
| 0.006048488140106201, | |
| 0.005992167949676513, | |
| 0.0061060872077941895, | |
| 0.006063366889953613, | |
| 0.006057127952575684, | |
| 0.005989287853240967, | |
| 0.006091847896575928, | |
| 0.006096327781677246, | |
| 0.006051847934722901, | |
| 0.006302248001098633, | |
| 0.006058407783508301, | |
| 0.006065767765045166, | |
| 0.00716736888885498, | |
| 0.0060500879287719725, | |
| 0.005984327793121338, | |
| 0.00618560791015625, | |
| 0.005930407047271729, | |
| 0.006500807762145996, | |
| 0.0060550479888916015, | |
| 0.005993927955627441, | |
| 0.006020806789398194, | |
| 0.006019847869873047, | |
| 0.0075420899391174315, | |
| 0.007693610191345215, | |
| 0.006344007968902588, | |
| 0.00621616792678833, | |
| 0.0060091280937194826, | |
| 0.006373288154602051, | |
| 0.006237607955932617, | |
| 0.006196008205413818, | |
| 0.036948848724365234, | |
| 0.004039525032043457, | |
| 0.004028165817260742, | |
| 0.004044644832611084, | |
| 0.004038084983825683, | |
| 0.004028164863586426, | |
| 0.004049604892730713, | |
| 0.004040966033935547, | |
| 0.004145764827728272, | |
| 0.0040745649337768555, | |
| 0.004035365104675293, | |
| 0.00412976598739624, | |
| 0.004066565036773682, | |
| 0.004033444881439209, | |
| 0.005209446907043457, | |
| 0.006006087779998779, | |
| 0.005980167865753174, | |
| 0.006073287010192871, | |
| 0.006093128204345703, | |
| 0.006012648105621338, | |
| 0.005992807865142822, | |
| 0.00600320816040039, | |
| 0.005988166809082031, | |
| 0.0061798481941223145, | |
| 0.006007526874542236, | |
| 0.006064807891845703, | |
| 0.006018248081207276, | |
| 0.005991528034210205, | |
| 0.006017286777496338, | |
| 0.0060283269882202145, | |
| 0.005999527931213379, | |
| 0.006038728237152099, | |
| 0.006028327941894531, | |
| 0.006040647983551025, | |
| 0.006016326904296875, | |
| 0.006032648086547851, | |
| 0.006007847785949707, | |
| 0.006011367797851563, | |
| 0.006017767906188965, | |
| 0.006008646965026856, | |
| 0.006015848159790039, | |
| 0.006012328147888183, | |
| 0.006004168033599854, | |
| 0.006020167827606201, | |
| 0.0059952068328857425, | |
| 0.005992968082427979, | |
| 0.006008808135986328, | |
| 0.006008808135986328, | |
| 0.006004487991333008, | |
| 0.006028646945953369, | |
| 0.0059568071365356445, | |
| 0.006025767803192138, | |
| 0.006016808032989502, | |
| 0.005992807865142822, | |
| 0.006003527164459228, | |
| 0.005965928077697754, | |
| 0.006017928123474121, | |
| 0.006012487888336182, | |
| 0.006043208122253418, | |
| 0.006007047176361084, | |
| 0.006004007816314697, | |
| 0.005992008209228516, | |
| 0.00603760814666748, | |
| 0.005988808155059815, | |
| 0.005998567104339599, | |
| 0.006053287982940674, | |
| 0.006010568141937256, | |
| 0.00602672815322876, | |
| 0.00600656795501709, | |
| 0.00601552677154541, | |
| 0.006041927814483643, | |
| 0.006018887996673584, | |
| 0.005999368190765381, | |
| 0.00595792818069458, | |
| 0.005984487056732178, | |
| 0.005975368022918701, | |
| 0.006000648021697998, | |
| 0.006020167827606201, | |
| 0.0065908880233764644, | |
| 0.006686728954315185, | |
| 0.006744489192962646, | |
| 0.006819529056549072, | |
| 0.006660647869110107, | |
| 0.006332327842712402, | |
| 0.006554568767547607, | |
| 0.006295048236846924, | |
| 0.006293928146362305, | |
| 0.006283527851104737, | |
| 0.00611024808883667, | |
| 0.0063033680915832516, | |
| 0.006270567893981934, | |
| 0.006239048004150391, | |
| 0.006263207912445068, | |
| 0.006223527908325195, | |
| 0.006165448188781738, | |
| 0.0059712080955505375, | |
| 0.006316487789154053, | |
| 0.006125768184661865, | |
| 0.005964968204498291, | |
| 0.005994407176971436, | |
| 0.00653040885925293, | |
| 0.006690728187561035, | |
| 0.006740488052368164, | |
| 0.006811529159545898, | |
| 0.006816328048706055, | |
| 0.0062580881118774415, | |
| 0.006320168018341064 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 161.87367744241143 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |