IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
f919336
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "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": 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": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "14fc8ac8cd252f949be10158bdcefa6a3b7c596a", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1048.977408, | |
| "max_global_vram": 2098.7904, | |
| "max_process_vram": 325403.820032, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 512.832512 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 56, | |
| "total": 0.503788423538208, | |
| "mean": 0.008996221848896572, | |
| "stdev": 0.0007065452092312092, | |
| "p50": 0.008924727439880372, | |
| "p90": 0.00942976760864258, | |
| "p95": 0.010141928911209106, | |
| "p99": 0.011910649919509892, | |
| "values": [ | |
| 0.01133392906188965, | |
| 0.010119688987731934, | |
| 0.010208648681640625, | |
| 0.00999280834197998, | |
| 0.009517127990722657, | |
| 0.0093424072265625, | |
| 0.008410567283630372, | |
| 0.008466727256774902, | |
| 0.008873447418212891, | |
| 0.008810727119445801, | |
| 0.008806407928466797, | |
| 0.012615530967712403, | |
| 0.009094087600708008, | |
| 0.009039688110351562, | |
| 0.008929766654968262, | |
| 0.008882086753845215, | |
| 0.008924647331237793, | |
| 0.008923208236694336, | |
| 0.008902567863464356, | |
| 0.008896488189697266, | |
| 0.008719207763671875, | |
| 0.008901608467102052, | |
| 0.00892480754852295, | |
| 0.00891824722290039, | |
| 0.0088508882522583, | |
| 0.008357927322387696, | |
| 0.008658886909484863, | |
| 0.008972806930541992, | |
| 0.008940966606140136, | |
| 0.008681767463684082, | |
| 0.008536487579345704, | |
| 0.008363046646118165, | |
| 0.008932647705078125, | |
| 0.008327366828918457, | |
| 0.008302566528320312, | |
| 0.00869728660583496, | |
| 0.008980486869812012, | |
| 0.008932168006896973, | |
| 0.00891264820098877, | |
| 0.008941448211669922, | |
| 0.00892912769317627, | |
| 0.008947687149047851, | |
| 0.0089320068359375, | |
| 0.008964167594909669, | |
| 0.008960647583007813, | |
| 0.009045767784118652, | |
| 0.008953766822814941, | |
| 0.008957766532897949, | |
| 0.00897072696685791, | |
| 0.00896176815032959, | |
| 0.008915047645568847, | |
| 0.009007047653198243, | |
| 0.008448966979980469, | |
| 0.008701127052307129, | |
| 0.008120647430419922, | |
| 0.008028326988220215 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 222.31554908189702 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1048.977408, | |
| "max_global_vram": 2098.7904, | |
| "max_process_vram": 305801.191424, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.056256 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 56, | |
| "total": 0.5047401008605958, | |
| "mean": 0.009013216086796352, | |
| "stdev": 0.00044162054033490355, | |
| "p50": 0.009030087471008301, | |
| "p90": 0.009449128150939942, | |
| "p95": 0.009985568523406981, | |
| "p99": 0.010404592609405518, | |
| "values": [ | |
| 0.010168329238891601, | |
| 0.010534567832946777, | |
| 0.01029824924468994, | |
| 0.009924648284912109, | |
| 0.009522248268127441, | |
| 0.008973287582397462, | |
| 0.008455527305603028, | |
| 0.008751527786254883, | |
| 0.008684806823730469, | |
| 0.008951207160949708, | |
| 0.008799527168273926, | |
| 0.009617447853088379, | |
| 0.009198246955871582, | |
| 0.009061767578125, | |
| 0.009049448013305664, | |
| 0.00904432773590088, | |
| 0.00903984832763672, | |
| 0.0090651273727417, | |
| 0.009012967109680177, | |
| 0.009034087181091308, | |
| 0.009048486709594726, | |
| 0.009027207374572754, | |
| 0.009028488159179688, | |
| 0.008736487388610839, | |
| 0.008774247169494629, | |
| 0.008620648384094239, | |
| 0.009376008033752442, | |
| 0.00902896785736084, | |
| 0.008821288108825683, | |
| 0.008531046867370605, | |
| 0.008431846618652344, | |
| 0.008997286796569824, | |
| 0.009037607192993164, | |
| 0.008537768363952637, | |
| 0.008835846900939942, | |
| 0.00889040756225586, | |
| 0.009072327613830566, | |
| 0.009009126663208009, | |
| 0.009038726806640624, | |
| 0.009051206588745118, | |
| 0.009167207717895507, | |
| 0.009068967819213868, | |
| 0.009076807975769043, | |
| 0.009069287300109863, | |
| 0.009079687118530274, | |
| 0.008988167762756348, | |
| 0.009050888061523437, | |
| 0.009018088340759277, | |
| 0.009053607940673829, | |
| 0.009056007385253906, | |
| 0.009031207084655761, | |
| 0.008791207313537597, | |
| 0.008555848121643067, | |
| 0.00843632698059082, | |
| 0.00812656593322754, | |
| 0.008088006019592284 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 110.94818878967307 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 55, | |
| "total": 0.9892410240173343, | |
| "mean": 0.0179862004366788, | |
| "stdev": 0.0009813673698406225, | |
| "p50": 0.01798209571838379, | |
| "p90": 0.01838235206604004, | |
| "p95": 0.020219007682800293, | |
| "p99": 0.021368254737854003, | |
| "values": [ | |
| 0.020591856002807617, | |
| 0.020596336364746094, | |
| 0.020059215545654298, | |
| 0.019155696868896486, | |
| 0.01837937545776367, | |
| 0.01697633361816406, | |
| 0.017233774185180663, | |
| 0.017590415954589843, | |
| 0.017840496063232424, | |
| 0.017613616943359375, | |
| 0.022274419784545897, | |
| 0.018384336471557617, | |
| 0.01813729667663574, | |
| 0.018004335403442383, | |
| 0.017972496032714842, | |
| 0.018000335693359376, | |
| 0.018022415161132812, | |
| 0.017952335357666015, | |
| 0.01796321678161621, | |
| 0.017796335220336915, | |
| 0.017966575622558593, | |
| 0.017983535766601562, | |
| 0.017694095611572265, | |
| 0.017690895080566406, | |
| 0.01697377395629883, | |
| 0.01806465530395508, | |
| 0.01804033660888672, | |
| 0.0178382568359375, | |
| 0.017215373992919922, | |
| 0.016986574172973633, | |
| 0.017374576568603514, | |
| 0.018019695281982422, | |
| 0.016920494079589843, | |
| 0.017184816360473632, | |
| 0.01758065605163574, | |
| 0.018085296630859376, | |
| 0.017970256805419922, | |
| 0.01798209571838379, | |
| 0.01802497673034668, | |
| 0.018131376266479492, | |
| 0.01805409622192383, | |
| 0.018046255111694335, | |
| 0.01806449508666992, | |
| 0.0180740966796875, | |
| 0.018072175979614257, | |
| 0.01804017639160156, | |
| 0.01801201629638672, | |
| 0.01805681610107422, | |
| 0.018056175231933595, | |
| 0.017978096008300783, | |
| 0.017832496643066405, | |
| 0.017040334701538085, | |
| 0.017219696044921875, | |
| 0.01627313232421875, | |
| 0.016148012161254884 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 55.59817947768031 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |