IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
88e9017
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-5.10.224-212.876.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": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.13.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 870.064128, | |
| "max_global_vram": 716.701696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 0.3748003845214844, | |
| "mean": 0.3748003845214844, | |
| "stdev": 0.0, | |
| "p50": 0.3748003845214844, | |
| "p90": 0.3748003845214844, | |
| "p95": 0.3748003845214844, | |
| "p99": 0.3748003845214844, | |
| "values": [ | |
| 0.3748003845214844 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.411902156304374e-06, | |
| "ram": 2.398756109740094e-06, | |
| "gpu": 5.099448524004124e-06, | |
| "total": 1.1910106790048592e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1109.270528, | |
| "max_global_vram": 790.102016, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 144, | |
| "total": 1.0022142720222473, | |
| "mean": 0.006959821333487829, | |
| "stdev": 8.836116742068516e-05, | |
| "p50": 0.006950367927551269, | |
| "p90": 0.007044095897674561, | |
| "p95": 0.007143004846572876, | |
| "p99": 0.007251326484680175, | |
| "values": [ | |
| 0.0072724480628967286, | |
| 0.007036928176879883, | |
| 0.0070860800743103025, | |
| 0.007094207763671875, | |
| 0.007000063896179199, | |
| 0.006973440170288086, | |
| 0.006952960014343262, | |
| 0.007021567821502686, | |
| 0.006989823818206787, | |
| 0.006957056045532227, | |
| 0.0069253120422363285, | |
| 0.0069847040176391605, | |
| 0.00698367977142334, | |
| 0.006968319892883301, | |
| 0.006884352207183838, | |
| 0.006872064113616944, | |
| 0.006881279945373535, | |
| 0.006919167995452881, | |
| 0.0069498238563537595, | |
| 0.006998015880584717, | |
| 0.007018496036529541, | |
| 0.0069847040176391605, | |
| 0.007001088142395019, | |
| 0.006938623905181885, | |
| 0.0069027838706970214, | |
| 0.006910975933074951, | |
| 0.0070266880989074704, | |
| 0.007153600215911865, | |
| 0.007028736114501953, | |
| 0.006998015880584717, | |
| 0.006973440170288086, | |
| 0.006986752033233643, | |
| 0.006956031799316406, | |
| 0.006994944095611572, | |
| 0.006936575889587402, | |
| 0.007208960056304932, | |
| 0.007035903930664063, | |
| 0.006910975933074951, | |
| 0.00683622407913208, | |
| 0.006884416103363037, | |
| 0.006978559970855713, | |
| 0.00703385591506958, | |
| 0.006915071964263916, | |
| 0.006967296123504638, | |
| 0.006961152076721191, | |
| 0.006952960014343262, | |
| 0.006948863983154297, | |
| 0.007047167778015137, | |
| 0.007051263809204102, | |
| 0.006996992111206054, | |
| 0.007018496036529541, | |
| 0.0069816322326660156, | |
| 0.006940671920776367, | |
| 0.006882304191589355, | |
| 0.006995999813079834, | |
| 0.00703385591506958, | |
| 0.007016448020935059, | |
| 0.006959104061126709, | |
| 0.006945792198181152, | |
| 0.006998015880584717, | |
| 0.006931456089019775, | |
| 0.006867968082427979, | |
| 0.006920191764831543, | |
| 0.00693555212020874, | |
| 0.006975488185882568, | |
| 0.007337984085083008, | |
| 0.00684441614151001, | |
| 0.0069283838272094726, | |
| 0.006941696166992187, | |
| 0.0070266880989074704, | |
| 0.006867968082427979, | |
| 0.006959104061126709, | |
| 0.006937600135803222, | |
| 0.00695091199874878, | |
| 0.007014400005340577, | |
| 0.007049215793609619, | |
| 0.007151616096496582, | |
| 0.0070594558715820314, | |
| 0.0070236802101135256, | |
| 0.007012351989746094, | |
| 0.0069816322326660156, | |
| 0.0069621758460998535, | |
| 0.00693555212020874, | |
| 0.006850560188293457, | |
| 0.006989823818206787, | |
| 0.006905856132507324, | |
| 0.006822912216186523, | |
| 0.006842368125915528, | |
| 0.00667852783203125, | |
| 0.006957056045532227, | |
| 0.006929408073425293, | |
| 0.006707200050354004, | |
| 0.0069027838706970214, | |
| 0.006892543792724609, | |
| 0.006956031799316406, | |
| 0.006860799789428711, | |
| 0.006890495777130127, | |
| 0.006845439910888672, | |
| 0.0069426560401916505, | |
| 0.0070184640884399414, | |
| 0.007158751964569092, | |
| 0.007214079856872559, | |
| 0.007049215793609619, | |
| 0.006974463939666748, | |
| 0.006975488185882568, | |
| 0.006912000179290771, | |
| 0.006929408073425293, | |
| 0.006931456089019775, | |
| 0.0069632000923156735, | |
| 0.006903808116912841, | |
| 0.006971392154693603, | |
| 0.006964223861694336, | |
| 0.006930431842803955, | |
| 0.006892543792724609, | |
| 0.006916096210479736, | |
| 0.006912000179290771, | |
| 0.006900735855102539, | |
| 0.0068986878395080565, | |
| 0.006952960014343262, | |
| 0.00692633581161499, | |
| 0.006917119979858399, | |
| 0.006890495777130127, | |
| 0.006931456089019775, | |
| 0.006923264026641846, | |
| 0.006903808116912841, | |
| 0.00688428783416748, | |
| 0.0069253120422363285, | |
| 0.006904831886291504, | |
| 0.006924287796020508, | |
| 0.006917119979858399, | |
| 0.006915071964263916, | |
| 0.006915071964263916, | |
| 0.006874112129211426, | |
| 0.006913023948669434, | |
| 0.007223328113555908, | |
| 0.006988800048828125, | |
| 0.006973440170288086, | |
| 0.006970367908477783, | |
| 0.006895616054534912, | |
| 0.006873087882995605, | |
| 0.006894591808319092, | |
| 0.006914048194885254, | |
| 0.006880256175994873, | |
| 0.0069110398292541505 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 143.68184930098806 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.085904133115198e-08, | |
| "ram": 4.4186748461769424e-08, | |
| "gpu": 1.7772123061218988e-07, | |
| "total": 3.027670204051113e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3302869.6410261933 | |
| } | |
| } | |
| } | |
| } |