IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
8300b1c
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+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": "0.33.0", | |
| "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": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 853.54496, | |
| "max_global_vram": 709.361664, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.700599609375, | |
| "mean": 7.700599609375, | |
| "stdev": 0.0, | |
| "p50": 7.700599609375, | |
| "p90": 7.700599609375, | |
| "p95": 7.700599609375, | |
| "p99": 7.700599609375, | |
| "values": [ | |
| 7.700599609375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.364662485416441e-06, | |
| "ram": 2.3479239528915687e-06, | |
| "gpu": 4.905559480000233e-06, | |
| "total": 1.1618145918308242e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1092.284416, | |
| "max_global_vram": 791.150592, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 0.9981930551528927, | |
| "mean": 0.0072860806945466644, | |
| "stdev": 0.00018733769392348864, | |
| "p50": 0.007288832187652588, | |
| "p90": 0.0075495424270629885, | |
| "p95": 0.007595417499542236, | |
| "p99": 0.007667834854125977, | |
| "values": [ | |
| 0.007590911865234375, | |
| 0.00743833589553833, | |
| 0.0074997758865356446, | |
| 0.007411712169647216, | |
| 0.007294976234436036, | |
| 0.007315455913543701, | |
| 0.007334911823272705, | |
| 0.0073994240760803225, | |
| 0.007288832187652588, | |
| 0.007250944137573242, | |
| 0.00727347183227539, | |
| 0.007294976234436036, | |
| 0.0072468481063842774, | |
| 0.007188479900360107, | |
| 0.007256063938140869, | |
| 0.007366655826568603, | |
| 0.007324672222137451, | |
| 0.007344128131866455, | |
| 0.007342080116271973, | |
| 0.0073471999168395995, | |
| 0.007301119804382325, | |
| 0.00727452802658081, | |
| 0.007209983825683594, | |
| 0.007326687812805176, | |
| 0.007345151901245117, | |
| 0.007294976234436036, | |
| 0.0073062400817871095, | |
| 0.007318528175354004, | |
| 0.007260159969329834, | |
| 0.007229440212249756, | |
| 0.00728985595703125, | |
| 0.007341055870056152, | |
| 0.007322624206542969, | |
| 0.007231488227844239, | |
| 0.007175168037414551, | |
| 0.00724070405960083, | |
| 0.007223296165466309, | |
| 0.00764518404006958, | |
| 0.007552000045776367, | |
| 0.007640160083770752, | |
| 0.007395328044891358, | |
| 0.007482367992401123, | |
| 0.007329792022705078, | |
| 0.0073175039291381834, | |
| 0.007354368209838867, | |
| 0.007332863807678222, | |
| 0.00723967981338501, | |
| 0.007201791763305664, | |
| 0.00738099193572998, | |
| 0.007364607810974121, | |
| 0.007270400047302246, | |
| 0.007266304016113281, | |
| 0.007634943962097168, | |
| 0.007432191848754883, | |
| 0.007437312126159668, | |
| 0.007483391761779785, | |
| 0.007464960098266602, | |
| 0.007674880027770996, | |
| 0.0074967041015625, | |
| 0.007468031883239746, | |
| 0.007512063980102539, | |
| 0.007557119846343994, | |
| 0.007497727870941162, | |
| 0.007520224094390869, | |
| 0.007455679893493652, | |
| 0.007590911865234375, | |
| 0.007662591934204102, | |
| 0.007613440036773681, | |
| 0.0075304961204528805, | |
| 0.0073768959045410155, | |
| 0.007274496078491211, | |
| 0.007274496078491211, | |
| 0.007547904014587403, | |
| 0.007473087787628173, | |
| 0.0075008001327514645, | |
| 0.00757862377166748, | |
| 0.007457791805267334, | |
| 0.007419904232025146, | |
| 0.007292928218841553, | |
| 0.00729804801940918, | |
| 0.007464960098266602, | |
| 0.00704307222366333, | |
| 0.006873087882995605, | |
| 0.006903808116912841, | |
| 0.006847487926483154, | |
| 0.007279615879058838, | |
| 0.007453695774078369, | |
| 0.007483391761779785, | |
| 0.0075632638931274416, | |
| 0.007585792064666748, | |
| 0.007670783996582031, | |
| 0.007418879985809326, | |
| 0.007269375801086426, | |
| 0.007234560012817383, | |
| 0.007301119804382325, | |
| 0.007250944137573242, | |
| 0.007221248149871826, | |
| 0.0071188478469848635, | |
| 0.007160831928253173, | |
| 0.007157760143280029, | |
| 0.007143424034118652, | |
| 0.00713318395614624, | |
| 0.007147520065307617, | |
| 0.00709222412109375, | |
| 0.007098368167877197, | |
| 0.007110623836517334, | |
| 0.007053311824798584, | |
| 0.007085055828094483, | |
| 0.00709939193725586, | |
| 0.007093247890472412, | |
| 0.0070830078125, | |
| 0.007060480117797851, | |
| 0.007094272136688232, | |
| 0.007081984043121338, | |
| 0.006933504104614257, | |
| 0.006818816184997558, | |
| 0.0069928960800170895, | |
| 0.007097343921661377, | |
| 0.007096352100372315, | |
| 0.007053311824798584, | |
| 0.007087103843688965, | |
| 0.007111680030822754, | |
| 0.007106560230255127, | |
| 0.007080959796905518, | |
| 0.007062528133392334, | |
| 0.00709939193725586, | |
| 0.0071485118865966795, | |
| 0.007108607769012451, | |
| 0.007057407855987549, | |
| 0.007074816226959229, | |
| 0.007154687881469727, | |
| 0.007106560230255127, | |
| 0.007101439952850342, | |
| 0.00707583999633789, | |
| 0.007109632015228271, | |
| 0.007117824077606201, | |
| 0.007116799831390381 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.2479995655908 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.455798507440482e-08, | |
| "ram": 4.623225364324076e-08, | |
| "gpu": 1.7775411045714214e-07, | |
| "total": 3.0854434917478777e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3241025.1643711305 | |
| } | |
| } | |
| } | |
| } |