IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM/benchmark.json with huggingface_hub
e3d6ef3
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "model": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
| "processor": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "llama", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "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": "training", | |
| "_target_": "optimum_benchmark.scenarios.training.scenario.TrainingScenario", | |
| "max_steps": 5, | |
| "warmup_steps": 2, | |
| "dataset_shapes": { | |
| "dataset_size": 500, | |
| "sequence_length": 16, | |
| "num_choices": 1 | |
| }, | |
| "training_arguments": { | |
| "per_device_train_batch_size": 2, | |
| "gradient_accumulation_steps": 1, | |
| "output_dir": "./trainer_output", | |
| "evaluation_strategy": "no", | |
| "eval_strategy": "no", | |
| "save_strategy": "no", | |
| "do_train": true, | |
| "use_cpu": false, | |
| "max_steps": 5, | |
| "do_eval": false, | |
| "do_predict": false, | |
| "report_to": "none", | |
| "skip_memory_metrics": true, | |
| "ddp_find_unused_parameters": false | |
| }, | |
| "latency": true, | |
| "memory": true, | |
| "energy": true | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": false, | |
| "device_isolation_action": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.779392, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1017-azure-x86_64-with-glibc2.39", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "7cec62e016d76fe612308e4c2c074fc7f09289fd", | |
| "transformers_version": "4.47.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.2.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.31.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.12", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 522.866688, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.019453390999984776, | |
| 0.012075559000010117, | |
| 0.011965802999981179, | |
| 0.011934053999993921, | |
| 0.011987785000002305 | |
| ], | |
| "count": 5, | |
| "total": 0.0674165919999723, | |
| "mean": 0.013483318399994459, | |
| "p50": 0.011987785000002305, | |
| "p90": 0.016502258199994912, | |
| "p95": 0.017977824599989842, | |
| "p99": 0.01915827771998579, | |
| "stdev": 0.0029854060594256856, | |
| "stdev_": 22.141478609797662 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 741.6571872992415 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.703254777777798e-06, | |
| "ram": 3.635053251718738e-07, | |
| "gpu": 0, | |
| "total": 9.066760102949672e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1102929.8102578802 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 522.866688, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.019453390999984776, | |
| 0.012075559000010117 | |
| ], | |
| "count": 2, | |
| "total": 0.03152894999999489, | |
| "mean": 0.015764474999997447, | |
| "p50": 0.015764474999997447, | |
| "p90": 0.01871560779998731, | |
| "p95": 0.019084499399986042, | |
| "p99": 0.01937961267998503, | |
| "stdev": 0.00368891599998733, | |
| "stdev_": 23.400183006334988 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 253.73505936611576 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 522.866688, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.011965802999981179, | |
| 0.011934053999993921, | |
| 0.011987785000002305 | |
| ], | |
| "count": 3, | |
| "total": 0.035887641999977404, | |
| "mean": 0.011962547333325801, | |
| "p50": 0.011965802999981179, | |
| "p90": 0.01198338859999808, | |
| "p95": 0.011985586800000192, | |
| "p99": 0.011987345360001882, | |
| "stdev": 2.2056059099537384e-05, | |
| "stdev_": 0.184375940048259 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 501.56541352065796 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |