IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
39cc079
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "timm", | |
| "model": "timm/resnet50.a1_in1k", | |
| "processor": "timm/resnet50.a1_in1k", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "hub_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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "519f5ad32b6cd1fea2bd501503e24d19a1e23c22", | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1821.753344, | |
| "max_global_vram": 2166.964224, | |
| "max_process_vram": 99736.154112, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 113.51808 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 162, | |
| "total": 0.99669562625885, | |
| "mean": 0.006152442137400309, | |
| "stdev": 0.0003458798814338072, | |
| "p50": 0.006072623014450073, | |
| "p90": 0.006538765096664428, | |
| "p95": 0.006562364840507507, | |
| "p99": 0.006832638874053947, | |
| "values": [ | |
| 0.006343183040618897, | |
| 0.0063524627685546875, | |
| 0.0063319821357727055, | |
| 0.006342862129211426, | |
| 0.006192623138427734, | |
| 0.006253101825714111, | |
| 0.006201743125915527, | |
| 0.006188942909240723, | |
| 0.006157583236694336, | |
| 0.006139342784881592, | |
| 0.0060748629570007324, | |
| 0.006034702777862549, | |
| 0.00601966381072998, | |
| 0.006030863761901856, | |
| 0.005999503135681153, | |
| 0.0060009431838989255, | |
| 0.006000143051147461, | |
| 0.005977263927459717, | |
| 0.005930543899536133, | |
| 0.006115822792053222, | |
| 0.005957262992858887, | |
| 0.005970862865447998, | |
| 0.006232943058013916, | |
| 0.005933262825012207, | |
| 0.0061641430854797365, | |
| 0.00595870304107666, | |
| 0.0059332637786865235, | |
| 0.00595982313156128, | |
| 0.0059639840126037595, | |
| 0.005943984031677246, | |
| 0.0059702229499816895, | |
| 0.005950064182281494, | |
| 0.005912303924560547, | |
| 0.005957582950592041, | |
| 0.0059425439834594725, | |
| 0.006173582077026367, | |
| 0.0061268630027770995, | |
| 0.006208302974700927, | |
| 0.006588941097259522, | |
| 0.006598701953887939, | |
| 0.008399017333984375, | |
| 0.007198540210723877, | |
| 0.006562380790710449, | |
| 0.006516302108764648, | |
| 0.006518062114715576, | |
| 0.0065246219635009765, | |
| 0.0065046210289001465, | |
| 0.006563662052154541, | |
| 0.006550221920013428, | |
| 0.006551661014556885, | |
| 0.006584142208099365, | |
| 0.006563501834869385, | |
| 0.006519021987915039, | |
| 0.0065313420295715335, | |
| 0.006562061786651611, | |
| 0.006539021015167236, | |
| 0.006529741764068604, | |
| 0.006518861770629883, | |
| 0.00653646183013916, | |
| 0.006500620841979981, | |
| 0.006501902103424073, | |
| 0.006534701824188233, | |
| 0.006502542018890381, | |
| 0.0065196619033813475, | |
| 0.00648350191116333, | |
| 0.006563982009887695, | |
| 0.006513741970062256, | |
| 0.006558540821075439, | |
| 0.006535342216491699, | |
| 0.006529582023620605, | |
| 0.006528781890869141, | |
| 0.00655614185333252, | |
| 0.006533421993255615, | |
| 0.006544462203979492, | |
| 0.006530381202697754, | |
| 0.00651790189743042, | |
| 0.0064695820808410645, | |
| 0.00644686222076416, | |
| 0.006519822120666504, | |
| 0.006543341159820556, | |
| 0.00640382194519043, | |
| 0.006402223110198974, | |
| 0.006211022853851319, | |
| 0.006316781997680664, | |
| 0.006179022789001465, | |
| 0.006270223140716553, | |
| 0.006386861801147461, | |
| 0.006395981788635254, | |
| 0.005800303936004639, | |
| 0.005791983127593994, | |
| 0.0058092641830444335, | |
| 0.006026863098144531, | |
| 0.005757904052734375, | |
| 0.005708784103393555, | |
| 0.0058030238151550294, | |
| 0.005788784027099609, | |
| 0.005802864074707031, | |
| 0.005797904014587402, | |
| 0.005800464153289795, | |
| 0.005787504196166992, | |
| 0.005780303955078125, | |
| 0.005839182853698731, | |
| 0.005903183937072754, | |
| 0.0058355040550231935, | |
| 0.0056654238700866695, | |
| 0.00581054401397705, | |
| 0.005820623874664307, | |
| 0.005796463012695313, | |
| 0.005895984172821045, | |
| 0.005745903968811035, | |
| 0.005816463947296143, | |
| 0.005793744087219238, | |
| 0.005797264099121094, | |
| 0.005796624183654785, | |
| 0.0058287839889526365, | |
| 0.0057907037734985355, | |
| 0.005822224140167236, | |
| 0.0058166241645812985, | |
| 0.005853743076324463, | |
| 0.005795504093170166, | |
| 0.005820943832397461, | |
| 0.005934382915496826, | |
| 0.005808303833007813, | |
| 0.005832784175872803, | |
| 0.00616798210144043, | |
| 0.006503022193908691, | |
| 0.006364942073822022, | |
| 0.00597870397567749, | |
| 0.006228462219238281, | |
| 0.00593614387512207, | |
| 0.006102703094482422, | |
| 0.005980783939361572, | |
| 0.006251182079315186, | |
| 0.006039022922515869, | |
| 0.00617598295211792, | |
| 0.006070383071899414, | |
| 0.006027663230895996, | |
| 0.006447502136230469, | |
| 0.006106702804565429, | |
| 0.00616014289855957, | |
| 0.005933743000030517, | |
| 0.0061691031455993655, | |
| 0.005937902927398681, | |
| 0.00621854305267334, | |
| 0.0060038228034973145, | |
| 0.006160623073577881, | |
| 0.006021583080291748, | |
| 0.006137262821197509, | |
| 0.006068303108215332, | |
| 0.006069102764129639, | |
| 0.005828303813934326, | |
| 0.005856303215026856, | |
| 0.005847504138946533, | |
| 0.005820623874664307, | |
| 0.005782543182373047, | |
| 0.005805103778839111, | |
| 0.005821904182434082, | |
| 0.0057670240402221675, | |
| 0.005809584140777588, | |
| 0.0058278231620788575, | |
| 0.005791823863983154, | |
| 0.005789423942565918 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 162.53708326992023 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |