IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
5927713
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "library": "transformers", | |
| "model_type": "deberta-v2", | |
| "model": "microsoft/deberta-v3-base", | |
| "processor": "microsoft/deberta-v3-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "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-5.10.223-211.872.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": "0.30.1", | |
| "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": 772.947968, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.56562109375, | |
| "mean": 7.56562109375, | |
| "stdev": 0.0, | |
| "p50": 7.56562109375, | |
| "p90": 7.56562109375, | |
| "p95": 7.56562109375, | |
| "p99": 7.56562109375, | |
| "values": [ | |
| 7.56562109375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.099380154166754e-06, | |
| "ram": 5.867525024240137e-07, | |
| "gpu": 1.7063902539998788e-06, | |
| "total": 3.3925229105906463e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.638464, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.9999311361312864, | |
| "mean": 0.014491755596105603, | |
| "stdev": 0.00036202696852522307, | |
| "p50": 0.014492671966552734, | |
| "p90": 0.014822604942321778, | |
| "p95": 0.015060787200927734, | |
| "p99": 0.015555379486083978, | |
| "values": [ | |
| 0.014948351860046387, | |
| 0.015263744354248047, | |
| 0.016175104141235352, | |
| 0.015135744094848632, | |
| 0.014823424339294433, | |
| 0.014569472312927247, | |
| 0.01454700756072998, | |
| 0.014402688026428223, | |
| 0.014655455589294434, | |
| 0.014361696243286133, | |
| 0.014434304237365723, | |
| 0.014515199661254884, | |
| 0.01454694366455078, | |
| 0.014568448066711426, | |
| 0.01466163158416748, | |
| 0.01479263973236084, | |
| 0.014530559539794922, | |
| 0.014570367813110352, | |
| 0.014386176109313965, | |
| 0.014358431816101073, | |
| 0.014476287841796874, | |
| 0.014675968170166016, | |
| 0.014468095779418945, | |
| 0.014519295692443847, | |
| 0.014478336334228516, | |
| 0.014279680252075195, | |
| 0.014451519966125488, | |
| 0.014893983840942383, | |
| 0.01458892822265625, | |
| 0.014821375846862793, | |
| 0.01457049560546875, | |
| 0.014554271697998047, | |
| 0.014381055831909179, | |
| 0.014375007629394532, | |
| 0.014325759887695312, | |
| 0.014356479644775391, | |
| 0.014715904235839844, | |
| 0.014366880416870117, | |
| 0.014301183700561524, | |
| 0.01447321605682373, | |
| 0.014394368171691894, | |
| 0.014550016403198243, | |
| 0.01479475212097168, | |
| 0.014822400093078614, | |
| 0.01469542407989502, | |
| 0.014523391723632812, | |
| 0.01448140811920166, | |
| 0.014535679817199706, | |
| 0.014492671966552734, | |
| 0.01432051181793213, | |
| 0.014326784133911133, | |
| 0.014298208236694336, | |
| 0.01457254409790039, | |
| 0.014495807647705078, | |
| 0.014739456176757813, | |
| 0.015153152465820312, | |
| 0.014228480339050293, | |
| 0.014018560409545898, | |
| 0.013898752212524413, | |
| 0.014511103630065919, | |
| 0.013783040046691895, | |
| 0.013868032455444336, | |
| 0.014040063858032227, | |
| 0.014029824256896972, | |
| 0.013966336250305175, | |
| 0.013926624298095703, | |
| 0.013847552299499511, | |
| 0.014298015594482422, | |
| 0.013997056007385255 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 69.0047519341778 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6157352164977514e-07, | |
| "ram": 8.823937370912836e-08, | |
| "gpu": 3.5159562662160695e-07, | |
| "total": 6.014085219805105e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1662763.2689787631 | |
| } | |
| } | |
| } | |
| } |