IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
b925ee3
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_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": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 789.262336, | |
| "max_global_vram": 709.361664, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.4966240234375, | |
| "mean": 7.4966240234375, | |
| "stdev": 0.0, | |
| "p50": 7.4966240234375, | |
| "p90": 7.4966240234375, | |
| "p95": 7.4966240234375, | |
| "p99": 7.4966240234375, | |
| "values": [ | |
| 7.4966240234375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.323230683803559e-06, | |
| "ram": 2.3531065194322308e-06, | |
| "gpu": 6.547505237999851e-06, | |
| "total": 1.322384244123564e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.95392, | |
| "max_global_vram": 1040.71168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 396.361728, | |
| "max_allocated": 245.323264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 147, | |
| "total": 0.9959956784248355, | |
| "mean": 0.006775480805611123, | |
| "stdev": 0.00043532384391619836, | |
| "p50": 0.006710271835327148, | |
| "p90": 0.006842572689056396, | |
| "p95": 0.006989004755020141, | |
| "p99": 0.009268879089355468, | |
| "values": [ | |
| 0.009438207626342773, | |
| 0.00920473575592041, | |
| 0.009323519706726074, | |
| 0.009065471649169921, | |
| 0.007049248218536377, | |
| 0.007337984085083008, | |
| 0.006598656177520752, | |
| 0.0064471039772033695, | |
| 0.006388735771179199, | |
| 0.0064143362045288085, | |
| 0.0063907837867736815, | |
| 0.006481919765472412, | |
| 0.006710271835327148, | |
| 0.006662144184112549, | |
| 0.006662144184112549, | |
| 0.006665215969085693, | |
| 0.006819839954376221, | |
| 0.006689792156219483, | |
| 0.006703104019165039, | |
| 0.006671296119689941, | |
| 0.006669312000274658, | |
| 0.006675456047058105, | |
| 0.006708223819732666, | |
| 0.006650879859924317, | |
| 0.006704160213470459, | |
| 0.0064143362045288085, | |
| 0.0063170561790466305, | |
| 0.0064174079895019534, | |
| 0.006384640216827392, | |
| 0.006407167911529541, | |
| 0.0064143681526184085, | |
| 0.00636518383026123, | |
| 0.006406208038330078, | |
| 0.006936575889587402, | |
| 0.0067348480224609375, | |
| 0.0068392958641052244, | |
| 0.006761472225189209, | |
| 0.006681600093841553, | |
| 0.006709248065948486, | |
| 0.00672051191329956, | |
| 0.006686719894409179, | |
| 0.006726687908172608, | |
| 0.006730751991271973, | |
| 0.006670335769653321, | |
| 0.0067041277885437015, | |
| 0.00672051191329956, | |
| 0.006692863941192627, | |
| 0.006687744140625, | |
| 0.006715392112731934, | |
| 0.00667955207824707, | |
| 0.006686719894409179, | |
| 0.0067348480224609375, | |
| 0.006722559928894043, | |
| 0.006665215969085693, | |
| 0.006702079772949219, | |
| 0.0067123198509216305, | |
| 0.0066938881874084475, | |
| 0.006711264133453369, | |
| 0.006730751991271973, | |
| 0.006690815925598144, | |
| 0.0067276802062988285, | |
| 0.006718463897705078, | |
| 0.006654975891113281, | |
| 0.006699007987976074, | |
| 0.006696959972381592, | |
| 0.006668288230895996, | |
| 0.006670335769653321, | |
| 0.006696959972381592, | |
| 0.006673408031463623, | |
| 0.006692895889282227, | |
| 0.006709248065948486, | |
| 0.0068280320167541505, | |
| 0.00676966381072998, | |
| 0.006692863941192627, | |
| 0.006702079772949219, | |
| 0.006635519981384277, | |
| 0.0066795840263366695, | |
| 0.006767615795135498, | |
| 0.0066406397819519045, | |
| 0.006715392112731934, | |
| 0.006690815925598144, | |
| 0.006656000137329102, | |
| 0.0067041277885437015, | |
| 0.006672383785247803, | |
| 0.0066447358131408694, | |
| 0.006746111869812011, | |
| 0.006977536201477051, | |
| 0.0067051520347595215, | |
| 0.006723584175109864, | |
| 0.006917119979858399, | |
| 0.006731776237487793, | |
| 0.006711296081542969, | |
| 0.006743040084838867, | |
| 0.006765567779541016, | |
| 0.0067051520347595215, | |
| 0.006755328178405762, | |
| 0.006859807968139648, | |
| 0.006718463897705078, | |
| 0.006847487926483154, | |
| 0.006774784088134766, | |
| 0.006762495994567871, | |
| 0.0067041277885437015, | |
| 0.007024576187133789, | |
| 0.006993919849395752, | |
| 0.006754303932189941, | |
| 0.006756351947784424, | |
| 0.006766592025756836, | |
| 0.006724607944488525, | |
| 0.0067276802062988285, | |
| 0.006789120197296142, | |
| 0.006788095951080322, | |
| 0.0067010560035705566, | |
| 0.00679423999786377, | |
| 0.0067276802062988285, | |
| 0.00667955207824707, | |
| 0.006738848209381103, | |
| 0.0067348480224609375, | |
| 0.006731776237487793, | |
| 0.006751232147216797, | |
| 0.006702047824859619, | |
| 0.006686751842498779, | |
| 0.006709248065948486, | |
| 0.006746111869812011, | |
| 0.0067276802062988285, | |
| 0.00667955207824707, | |
| 0.006706175804138184, | |
| 0.006711296081542969, | |
| 0.006677472114562989, | |
| 0.00674508810043335, | |
| 0.006723584175109864, | |
| 0.006686719894409179, | |
| 0.006711296081542969, | |
| 0.006711296081542969, | |
| 0.006659071922302246, | |
| 0.006708223819732666, | |
| 0.0067123198509216305, | |
| 0.006710271835327148, | |
| 0.00694374418258667, | |
| 0.006755328178405762, | |
| 0.006761472225189209, | |
| 0.006710271835327148, | |
| 0.0067338237762451176, | |
| 0.006757440090179444, | |
| 0.006708223819732666, | |
| 0.006970335960388183, | |
| 0.006756351947784424, | |
| 0.0067358717918396 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 147.59100183293984 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.090272354340788e-08, | |
| "ram": 4.422188938158053e-08, | |
| "gpu": 1.838040019183607e-07, | |
| "total": 3.089286148433491e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3236993.76474749 | |
| } | |
| } | |
| } | |
| } |