IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
a481588
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": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 789.85216, | |
| "max_global_vram": 709.361664, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.46796875, | |
| "mean": 7.46796875, | |
| "stdev": 0.0, | |
| "p50": 7.46796875, | |
| "p90": 7.46796875, | |
| "p95": 7.46796875, | |
| "p99": 7.46796875, | |
| "values": [ | |
| 7.46796875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.354980091253917e-06, | |
| "ram": 2.349107880382917e-06, | |
| "gpu": 6.358060641999813e-06, | |
| "total": 1.3062148613636647e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 976.822272, | |
| "max_global_vram": 1049.100288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 396.361728, | |
| "max_allocated": 245.323264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 144, | |
| "total": 0.9979147510528572, | |
| "mean": 0.006929963548978169, | |
| "stdev": 0.0002205071944929939, | |
| "p50": 0.006970880031585693, | |
| "p90": 0.007187884807586671, | |
| "p95": 0.007248281717300415, | |
| "p99": 0.007400325169563293, | |
| "values": [ | |
| 0.007351295948028564, | |
| 0.007262239933013916, | |
| 0.007172160148620606, | |
| 0.007215104103088379, | |
| 0.007156735897064209, | |
| 0.007746560096740723, | |
| 0.007194623947143554, | |
| 0.0072130560874938965, | |
| 0.0070891199111938474, | |
| 0.007161856174468994, | |
| 0.007168000221252442, | |
| 0.007244800090789795, | |
| 0.007143424034118652, | |
| 0.00694271993637085, | |
| 0.0070348801612854, | |
| 0.007049215793609619, | |
| 0.007104512214660645, | |
| 0.007103487968444824, | |
| 0.007121952056884766, | |
| 0.007064576148986816, | |
| 0.007000063896179199, | |
| 0.007054336071014404, | |
| 0.007205855846405029, | |
| 0.0071526398658752445, | |
| 0.007093247890472412, | |
| 0.007076863765716553, | |
| 0.00710041618347168, | |
| 0.006986752033233643, | |
| 0.007068672180175781, | |
| 0.0070687680244445805, | |
| 0.007143424034118652, | |
| 0.0069928960800170895, | |
| 0.006937600135803222, | |
| 0.0068884482383728025, | |
| 0.00695091199874878, | |
| 0.006931456089019775, | |
| 0.006949888229370117, | |
| 0.00695091199874878, | |
| 0.007000063896179199, | |
| 0.006972415924072266, | |
| 0.007110655784606934, | |
| 0.007207935810089112, | |
| 0.007131135940551757, | |
| 0.0071198720932006835, | |
| 0.007104512214660645, | |
| 0.006969344139099121, | |
| 0.007074880123138428, | |
| 0.0073134078979492185, | |
| 0.007103487968444824, | |
| 0.00709119987487793, | |
| 0.007088128089904785, | |
| 0.006987775802612305, | |
| 0.006969344139099121, | |
| 0.0069928960800170895, | |
| 0.006985727787017822, | |
| 0.007108607769012451, | |
| 0.007012351989746094, | |
| 0.006931456089019775, | |
| 0.007003136157989502, | |
| 0.006972415924072266, | |
| 0.00728879976272583, | |
| 0.007034848213195801, | |
| 0.007057407855987549, | |
| 0.007122943878173828, | |
| 0.007197663784027099, | |
| 0.007158783912658692, | |
| 0.0071116480827331545, | |
| 0.007108607769012451, | |
| 0.007023615837097168, | |
| 0.007081984043121338, | |
| 0.007041024208068848, | |
| 0.006964223861694336, | |
| 0.0070830078125, | |
| 0.007014400005340577, | |
| 0.006968319892883301, | |
| 0.006810624122619629, | |
| 0.006851583957672119, | |
| 0.007017471790313721, | |
| 0.006833151817321777, | |
| 0.00669593620300293, | |
| 0.006685696125030518, | |
| 0.006706175804138184, | |
| 0.006874112129211426, | |
| 0.006967296123504638, | |
| 0.007020544052124023, | |
| 0.007065599918365479, | |
| 0.007048192024230957, | |
| 0.007277567863464355, | |
| 0.006982656002044678, | |
| 0.006892543792724609, | |
| 0.006834176063537598, | |
| 0.007437312126159668, | |
| 0.006820864200592041, | |
| 0.006812672138214112, | |
| 0.0069918718338012695, | |
| 0.006765567779541016, | |
| 0.006721536159515381, | |
| 0.006665215969085693, | |
| 0.006716415882110595, | |
| 0.006642687797546387, | |
| 0.006659071922302246, | |
| 0.006656000137329102, | |
| 0.006684671878814697, | |
| 0.006627327919006347, | |
| 0.006665215969085693, | |
| 0.0066641921997070315, | |
| 0.006639616012573242, | |
| 0.006669312000274658, | |
| 0.006681600093841553, | |
| 0.00662937593460083, | |
| 0.0066744318008422855, | |
| 0.006632448196411133, | |
| 0.006632448196411133, | |
| 0.006651936054229736, | |
| 0.006651904106140137, | |
| 0.006639616012573242, | |
| 0.00663759994506836, | |
| 0.006669375896453857, | |
| 0.006658048152923584, | |
| 0.006661119937896728, | |
| 0.00667852783203125, | |
| 0.00667955207824707, | |
| 0.0067870721817016606, | |
| 0.006730751991271973, | |
| 0.00675328016281128, | |
| 0.006686719894409179, | |
| 0.0066620798110961915, | |
| 0.006666175842285156, | |
| 0.0067010560035705566, | |
| 0.00724889612197876, | |
| 0.006859839916229248, | |
| 0.0067420158386230465, | |
| 0.006685696125030518, | |
| 0.0067041277885437015, | |
| 0.006694911956787109, | |
| 0.006615039825439453, | |
| 0.006654975891113281, | |
| 0.00667955207824707, | |
| 0.006649824142456054, | |
| 0.0066406397819519045, | |
| 0.006670335769653321, | |
| 0.00659660816192627, | |
| 0.006663167953491211, | |
| 0.006639616012573242 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 144.30090330669216 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.709983687896234e-08, | |
| "ram": 4.2156076515893074e-08, | |
| "gpu": 1.593183092727285e-07, | |
| "total": 2.785742226675839e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3589707.5846578837 | |
| } | |
| } | |
| } | |
| } |