
IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
61460ba
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_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": "0", | |
"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": true, | |
"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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"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": 866.164736, | |
"max_global_vram": 709.361664, | |
"max_process_vram": 0.0, | |
"max_reserved": 123.731968, | |
"max_allocated": 102.475264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.13115625, | |
"mean": 8.13115625, | |
"stdev": 0.0, | |
"p50": 8.13115625, | |
"p90": 8.13115625, | |
"p95": 8.13115625, | |
"p99": 8.13115625, | |
"values": [ | |
8.13115625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.264463659028195e-06, | |
"ram": 2.321882265832606e-06, | |
"gpu": 4.6055592399999856e-06, | |
"total": 1.1191905164860788e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1105.362944, | |
"max_global_vram": 782.761984, | |
"max_process_vram": 0.0, | |
"max_reserved": 148.897792, | |
"max_allocated": 114.685952 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 135, | |
"total": 0.9961942086219787, | |
"mean": 0.007379216360162805, | |
"stdev": 0.0002261516115296982, | |
"p50": 0.007453695774078369, | |
"p90": 0.007634739303588867, | |
"p95": 0.0076995487213134765, | |
"p99": 0.00777979923248291, | |
"values": [ | |
0.007758848190307617, | |
0.007790592193603516, | |
0.00774348783493042, | |
0.0076943359375, | |
0.007711711883544922, | |
0.007641088008880615, | |
0.007600128173828125, | |
0.007544832229614258, | |
0.007514111995697022, | |
0.007590911865234375, | |
0.007583744049072265, | |
0.0076308479309082035, | |
0.007632895946502686, | |
0.007453695774078369, | |
0.007466015815734864, | |
0.007589888095855713, | |
0.007483391761779785, | |
0.007532544136047363, | |
0.007579648017883301, | |
0.007557119846343994, | |
0.007631872177124023, | |
0.007466015815734864, | |
0.007478271961212158, | |
0.007549952030181885, | |
0.00765337610244751, | |
0.007575551986694336, | |
0.007575551986694336, | |
0.007586751937866211, | |
0.0075345921516418455, | |
0.007576576232910156, | |
0.007541759967803955, | |
0.007522304058074952, | |
0.007521344184875488, | |
0.00800870418548584, | |
0.007572480201721191, | |
0.007482367992401123, | |
0.007576576232910156, | |
0.007756800174713135, | |
0.007528448104858398, | |
0.00744652795791626, | |
0.007536640167236328, | |
0.007486464023590088, | |
0.007553023815155029, | |
0.007204864025115967, | |
0.007233535766601563, | |
0.007168000221252442, | |
0.007180287837982178, | |
0.007234560012817383, | |
0.007113728046417236, | |
0.007116703987121582, | |
0.007192575931549072, | |
0.007176191806793213, | |
0.007206912040710449, | |
0.007138368129730225, | |
0.007504896163940429, | |
0.007556096076965332, | |
0.007438303947448731, | |
0.007491583824157715, | |
0.007486432075500488, | |
0.007512063980102539, | |
0.007628799915313721, | |
0.007432191848754883, | |
0.007453695774078369, | |
0.007504896163940429, | |
0.0075304961204528805, | |
0.007561215877532959, | |
0.007444479942321777, | |
0.007481311798095703, | |
0.007547904014587403, | |
0.007647232055664062, | |
0.007718912124633789, | |
0.007617536067962646, | |
0.0076401281356811524, | |
0.00758681583404541, | |
0.007516160011291504, | |
0.007591936111450195, | |
0.007552000045776367, | |
0.007418879985809326, | |
0.007643136024475097, | |
0.007425024032592774, | |
0.007414783954620361, | |
0.00733081579208374, | |
0.007312384128570557, | |
0.00750275182723999, | |
0.007312384128570557, | |
0.007108607769012451, | |
0.007113728046417236, | |
0.0073431038856506346, | |
0.007635968208312988, | |
0.007352320194244385, | |
0.007371776103973389, | |
0.007532544136047363, | |
0.007531583786010742, | |
0.007521312236785888, | |
0.007255040168762207, | |
0.007206912040710449, | |
0.007168000221252442, | |
0.007122943878173828, | |
0.007130112171173096, | |
0.0072540159225463864, | |
0.00718943977355957, | |
0.007081984043121338, | |
0.007090176105499267, | |
0.007074816226959229, | |
0.007094272136688232, | |
0.007134208202362061, | |
0.007093247890472412, | |
0.0070830078125, | |
0.007147520065307617, | |
0.007105535984039306, | |
0.007087103843688965, | |
0.007057407855987549, | |
0.007081984043121338, | |
0.0071188478469848635, | |
0.007113728046417236, | |
0.0070830078125, | |
0.007077888011932373, | |
0.007080959796905518, | |
0.007102464199066162, | |
0.007112703800201416, | |
0.007109632015228271, | |
0.007073791980743408, | |
0.007080959796905518, | |
0.007174143791198731, | |
0.00708403205871582, | |
0.007156735897064209, | |
0.007105535984039306, | |
0.007094272136688232, | |
0.007093247890472412, | |
0.007072768211364746, | |
0.007120895862579346, | |
0.0070830078125, | |
0.007113728046417236, | |
0.007094272136688232, | |
0.007046144008636474 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 135.51574465258494 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.911015355555591e-08, | |
"ram": 4.324635170595651e-08, | |
"gpu": 1.6072420265333318e-07, | |
"total": 2.830807079148456e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3532561.46406421 | |
} | |
} | |
} | |
} |