IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
9912450
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_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": "6", | |
| "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": false, | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1090.146304, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 49229.447168, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.957458984375, | |
| "mean": 8.957458984375, | |
| "stdev": 0.0, | |
| "p50": 8.957458984375, | |
| "p90": 8.957458984375, | |
| "p95": 8.957458984375, | |
| "p99": 8.957458984375, | |
| "values": [ | |
| 8.957458984375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1224.245248, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 310083.825664, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 75, | |
| "total": 1.0000844058990477, | |
| "mean": 0.013334458745320639, | |
| "stdev": 0.0012360230908092218, | |
| "p50": 0.012810258865356446, | |
| "p90": 0.014411957931518555, | |
| "p95": 0.01479095058441162, | |
| "p99": 0.017719281272888212, | |
| "values": [ | |
| 0.014014580726623534, | |
| 0.013939380645751953, | |
| 0.013726261138916016, | |
| 0.013780180931091308, | |
| 0.013546420097351073, | |
| 0.013669621467590333, | |
| 0.013429301261901855, | |
| 0.013489299774169922, | |
| 0.013147859573364258, | |
| 0.016375225067138673, | |
| 0.012987059593200683, | |
| 0.012786739349365235, | |
| 0.012803380012512206, | |
| 0.013053620338439941, | |
| 0.012713619232177734, | |
| 0.012580179214477539, | |
| 0.012606260299682617, | |
| 0.01279969882965088, | |
| 0.012628820419311524, | |
| 0.01262929916381836, | |
| 0.012649139404296876, | |
| 0.01285826015472412, | |
| 0.012628499031066895, | |
| 0.012726420402526856, | |
| 0.012670099258422851, | |
| 0.01288129997253418, | |
| 0.012648658752441406, | |
| 0.01264706039428711, | |
| 0.012647378921508788, | |
| 0.012894100189208984, | |
| 0.012628819465637207, | |
| 0.012633459091186523, | |
| 0.012603379249572754, | |
| 0.0215446720123291, | |
| 0.012810258865356446, | |
| 0.012696980476379394, | |
| 0.012692818641662598, | |
| 0.012690420150756837, | |
| 0.012957939147949219, | |
| 0.012730739593505859, | |
| 0.012701779365539552, | |
| 0.012666259765625, | |
| 0.012648818969726562, | |
| 0.012986419677734375, | |
| 0.012673298835754394, | |
| 0.012713780403137207, | |
| 0.01269041919708252, | |
| 0.012684980392456054, | |
| 0.012976658821105958, | |
| 0.012712340354919433, | |
| 0.012671539306640625, | |
| 0.012689780235290528, | |
| 0.012652338981628418, | |
| 0.01299761962890625, | |
| 0.012716018676757812, | |
| 0.012729459762573243, | |
| 0.012701139450073243, | |
| 0.012675060272216796, | |
| 0.013010419845581055, | |
| 0.013301619529724121, | |
| 0.01339762020111084, | |
| 0.013466581344604493, | |
| 0.014389142036437989, | |
| 0.014806742668151856, | |
| 0.014426422119140626, | |
| 0.01416274070739746, | |
| 0.015778103828430177, | |
| 0.014514101982116698, | |
| 0.014452181816101074, | |
| 0.01478418254852295, | |
| 0.013778420448303222, | |
| 0.014176660537719727, | |
| 0.014390261650085449, | |
| 0.014180981636047363, | |
| 0.013833300590515137 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 74.99367009185299 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |