IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
20db2fd
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.261696, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 72, | |
| "total": 1.0034349746704103, | |
| "mean": 0.013936596870422362, | |
| "stdev": 0.0006419208870404049, | |
| "p50": 0.013892608165740967, | |
| "p90": 0.01445786533355713, | |
| "p95": 0.015019775962829593, | |
| "p99": 0.016325910320281984, | |
| "values": [ | |
| 0.0156364803314209, | |
| 0.016326591491699217, | |
| 0.016220159530639648, | |
| 0.016325632095336915, | |
| 0.013947903633117676, | |
| 0.01354751968383789, | |
| 0.01349836826324463, | |
| 0.013549568176269532, | |
| 0.013478912353515626, | |
| 0.013458432197570801, | |
| 0.013379584312438965, | |
| 0.013318143844604492, | |
| 0.013353983879089355, | |
| 0.013353983879089355, | |
| 0.013455360412597657, | |
| 0.013436927795410156, | |
| 0.013342720031738281, | |
| 0.013331456184387207, | |
| 0.01340403175354004, | |
| 0.01337446403503418, | |
| 0.013408255577087403, | |
| 0.013855744361877441, | |
| 0.013851648330688476, | |
| 0.01388748836517334, | |
| 0.013885343551635742, | |
| 0.013365247726440429, | |
| 0.013385631561279298, | |
| 0.013336576461791993, | |
| 0.013344896316528321, | |
| 0.013377535820007324, | |
| 0.013319168090820312, | |
| 0.013254655838012695, | |
| 0.013299712181091309, | |
| 0.013429759979248047, | |
| 0.0136878080368042, | |
| 0.013884480476379395, | |
| 0.01384447956085205, | |
| 0.01384870433807373, | |
| 0.01379532814025879, | |
| 0.013948927879333496, | |
| 0.013914112091064454, | |
| 0.013880319595336914, | |
| 0.013590527534484862, | |
| 0.013897727966308594, | |
| 0.013990880012512207, | |
| 0.013974528312683105, | |
| 0.014000160217285156, | |
| 0.013971391677856446, | |
| 0.014010368347167968, | |
| 0.014459903717041016, | |
| 0.014354432106018066, | |
| 0.014439519882202148, | |
| 0.014427136421203614, | |
| 0.014173184394836426, | |
| 0.014025728225708007, | |
| 0.01406156826019287, | |
| 0.014502911567687989, | |
| 0.01400931167602539, | |
| 0.013993984222412109, | |
| 0.013979647636413574, | |
| 0.014172160148620605, | |
| 0.01408512020111084, | |
| 0.01428889560699463, | |
| 0.014515199661254884, | |
| 0.01409126377105713, | |
| 0.014102527618408203, | |
| 0.014060544013977052, | |
| 0.014095359802246094, | |
| 0.014004223823547364, | |
| 0.014511103630065919, | |
| 0.01404419231414795, | |
| 0.014055423736572266 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 71.75352844727108 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6635014779037902e-07, | |
| "ram": 9.092117787380022e-08, | |
| "gpu": 3.394910123333444e-07, | |
| "total": 5.967623379975237e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1675708.9654075147 | |
| } | |
| } | |
| } | |
| } |