IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
97fe6ed
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": 789.254144, | |
| "max_global_vram": 688.390144, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.45821484375, | |
| "mean": 7.45821484375, | |
| "stdev": 0.0, | |
| "p50": 7.45821484375, | |
| "p90": 7.45821484375, | |
| "p95": 7.45821484375, | |
| "p99": 7.45821484375, | |
| "values": [ | |
| 7.45821484375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.45139358441035e-06, | |
| "ram": 2.423824734192882e-06, | |
| "gpu": 4.929448387999344e-06, | |
| "total": 1.1804666706602575e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 976.166912, | |
| "max_global_vram": 1049.100288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 396.361728, | |
| "max_allocated": 245.323264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 145, | |
| "total": 0.9994987850189209, | |
| "mean": 0.006893095069096006, | |
| "stdev": 0.0003334104948415768, | |
| "p50": 0.0067983360290527345, | |
| "p90": 0.00712724494934082, | |
| "p95": 0.00717455358505249, | |
| "p99": 0.008538152942657473, | |
| "values": [ | |
| 0.009244671821594238, | |
| 0.009161727905273438, | |
| 0.00774451208114624, | |
| 0.006846464157104492, | |
| 0.006912000179290771, | |
| 0.00692633581161499, | |
| 0.006851583957672119, | |
| 0.006715392112731934, | |
| 0.006793216228485107, | |
| 0.006781951904296875, | |
| 0.006749184131622315, | |
| 0.006723584175109864, | |
| 0.0066406397819519045, | |
| 0.006685696125030518, | |
| 0.0067358717918396, | |
| 0.006814720153808594, | |
| 0.006804480075836182, | |
| 0.006831103801727295, | |
| 0.006804480075836182, | |
| 0.0067051520347595215, | |
| 0.006658048152923584, | |
| 0.0067993922233581545, | |
| 0.006822912216186523, | |
| 0.006770688056945801, | |
| 0.006807551860809326, | |
| 0.006790143966674805, | |
| 0.006812704086303711, | |
| 0.006740992069244385, | |
| 0.006842368125915528, | |
| 0.0067983360290527345, | |
| 0.00672870397567749, | |
| 0.006797311782836914, | |
| 0.006879231929779053, | |
| 0.007078911781311035, | |
| 0.007077888011932373, | |
| 0.007080959796905518, | |
| 0.007071743965148926, | |
| 0.007095295906066895, | |
| 0.007038976192474365, | |
| 0.007175168037414551, | |
| 0.0071495680809020995, | |
| 0.007172095775604248, | |
| 0.007110655784606934, | |
| 0.007080959796905518, | |
| 0.0070564160346984865, | |
| 0.0071157760620117185, | |
| 0.007142399787902832, | |
| 0.007142399787902832, | |
| 0.007048223972320557, | |
| 0.007136256217956543, | |
| 0.007044095993041993, | |
| 0.006999040126800537, | |
| 0.00703385591506958, | |
| 0.00710041618347168, | |
| 0.007164959907531738, | |
| 0.007007232189178467, | |
| 0.007014400005340577, | |
| 0.007009280204772949, | |
| 0.007088096141815186, | |
| 0.007037951946258545, | |
| 0.007044095993041993, | |
| 0.007051263809204102, | |
| 0.00719974422454834, | |
| 0.007175168037414551, | |
| 0.007195648193359375, | |
| 0.0071792640686035155, | |
| 0.00710041618347168, | |
| 0.007126016139984131, | |
| 0.007128064155578613, | |
| 0.007041024208068848, | |
| 0.007112703800201416, | |
| 0.007010303974151612, | |
| 0.006998015880584717, | |
| 0.0069283838272094726, | |
| 0.006774784088134766, | |
| 0.007011328220367432, | |
| 0.007007232189178467, | |
| 0.006763519763946534, | |
| 0.006647808074951172, | |
| 0.0064143362045288085, | |
| 0.006405119895935059, | |
| 0.006432767868041992, | |
| 0.006774784088134766, | |
| 0.006960127830505371, | |
| 0.006989823818206787, | |
| 0.007093247890472412, | |
| 0.007104512214660645, | |
| 0.006956031799316406, | |
| 0.0069847040176391605, | |
| 0.00688640022277832, | |
| 0.006858751773834228, | |
| 0.006856704235076904, | |
| 0.0067870721817016606, | |
| 0.006796288013458252, | |
| 0.006804480075836182, | |
| 0.006699007987976074, | |
| 0.0067983360290527345, | |
| 0.00678604793548584, | |
| 0.006788095951080322, | |
| 0.006746111869812011, | |
| 0.006806528091430664, | |
| 0.006758399963378906, | |
| 0.006684671878814697, | |
| 0.006729728221893311, | |
| 0.0067010560035705566, | |
| 0.006653952121734619, | |
| 0.006707200050354004, | |
| 0.0067276802062988285, | |
| 0.006694911956787109, | |
| 0.0067348480224609375, | |
| 0.006732800006866455, | |
| 0.006686719894409179, | |
| 0.006710271835327148, | |
| 0.00672051191329956, | |
| 0.006714367866516113, | |
| 0.006680575847625733, | |
| 0.006719488143920899, | |
| 0.006706175804138184, | |
| 0.006691840171813965, | |
| 0.006722527980804444, | |
| 0.006738976001739502, | |
| 0.0066938881874084475, | |
| 0.0067276802062988285, | |
| 0.006713344097137451, | |
| 0.006680575847625733, | |
| 0.0067041277885437015, | |
| 0.006714367866516113, | |
| 0.006694911956787109, | |
| 0.006715424060821533, | |
| 0.006709248065948486, | |
| 0.006687744140625, | |
| 0.0067041277885437015, | |
| 0.006708223819732666, | |
| 0.006721536159515381, | |
| 0.006688767910003662, | |
| 0.006730751991271973, | |
| 0.006711296081542969, | |
| 0.006670335769653321, | |
| 0.006722559928894043, | |
| 0.006766592025756836, | |
| 0.006672383785247803, | |
| 0.006734784126281738, | |
| 0.006736832141876221, | |
| 0.006722559928894043, | |
| 0.006731776237487793 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 145.07271261690937 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.490377943470794e-08, | |
| "ram": 4.085675580333027e-08, | |
| "gpu": 1.6015037270440566e-07, | |
| "total": 2.759109079424439e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3624358.3389193295 | |
| } | |
| } | |
| } | |
| } |