IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
132b7ce
verified
{ | |
"config": { | |
"name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "image-classification", | |
"library": "timm", | |
"model": "timm/resnet50.a1_in1k", | |
"processor": "timm/resnet50.a1_in1k", | |
"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": false, | |
"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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"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": "0.2.1", | |
"optimum_benchmark_commit": "43734676b09236e2ae4d7c19f90e8e23d1f2f201", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1832.595456, | |
"max_global_vram": 541.310976, | |
"max_process_vram": 94777.667584, | |
"max_reserved": 148.897792, | |
"max_allocated": 113.51808 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 162, | |
"total": 0.9960922856330872, | |
"mean": 0.006148717812549921, | |
"stdev": 0.00032587002305351165, | |
"p50": 0.005956984519958497, | |
"p90": 0.006715489006042481, | |
"p95": 0.006742153000831605, | |
"p99": 0.006822805857658386, | |
"values": [ | |
0.007436891078948974, | |
0.00612218189239502, | |
0.006042823791503906, | |
0.006415780067443848, | |
0.006164902210235595, | |
0.0064962592124938965, | |
0.006418019771575928, | |
0.006345059871673584, | |
0.006723617076873779, | |
0.006741696834564209, | |
0.006708258152008056, | |
0.006712897777557373, | |
0.0066908178329467775, | |
0.006692418098449707, | |
0.0067637767791748045, | |
0.0067546567916870115, | |
0.006728577136993408, | |
0.00674217700958252, | |
0.006712576866149902, | |
0.006731297969818115, | |
0.006669698238372802, | |
0.006670817852020263, | |
0.006658977031707764, | |
0.006710176944732666, | |
0.006788735866546631, | |
0.006731777191162109, | |
0.006735456943511963, | |
0.006724096775054931, | |
0.006743617057800293, | |
0.0067055377960205075, | |
0.006746336936950683, | |
0.006715776920318603, | |
0.0068760948181152345, | |
0.006638978004455566, | |
0.006153061866760254, | |
0.006099143028259277, | |
0.005911785125732422, | |
0.006030182838439941, | |
0.006394020080566406, | |
0.005899785041809082, | |
0.006176742076873779, | |
0.0059569039344787595, | |
0.005890504837036133, | |
0.0059125847816467285, | |
0.005898505210876465, | |
0.0059145050048828125, | |
0.0058949851989746095, | |
0.005899785041809082, | |
0.005935783863067627, | |
0.00592394495010376, | |
0.005881704807281494, | |
0.005892905235290527, | |
0.005960103988647461, | |
0.005943465232849121, | |
0.005968743801116943, | |
0.005942985057830811, | |
0.0059306640625, | |
0.0059495439529418945, | |
0.0059330639839172365, | |
0.005958183765411377, | |
0.0059477839469909664, | |
0.0059689040184021, | |
0.005930184841156006, | |
0.0059500250816345215, | |
0.0059193048477172855, | |
0.005929384231567383, | |
0.005943143844604492, | |
0.0059545040130615234, | |
0.005923144817352295, | |
0.005966504096984863, | |
0.0059477839469909664, | |
0.0059217047691345216, | |
0.005933545112609863, | |
0.005948423862457275, | |
0.005957064151763916, | |
0.005924104213714599, | |
0.00590154504776001, | |
0.005886664867401123, | |
0.005960264205932617, | |
0.005942984104156494, | |
0.005942184925079346, | |
0.00596938419342041, | |
0.00593866491317749, | |
0.005939624786376953, | |
0.005950825214385986, | |
0.005939145088195801, | |
0.005964903831481933, | |
0.005945224761962891, | |
0.005952424049377442, | |
0.0059349842071533205, | |
0.005958183765411377, | |
0.005914185047149658, | |
0.005905065059661865, | |
0.00588954496383667, | |
0.005964264869689941, | |
0.005964583873748779, | |
0.005958024024963379, | |
0.00592394495010376, | |
0.005956904888153076, | |
0.005929224967956543, | |
0.006242500782012939, | |
0.006663298130035401, | |
0.006663777828216553, | |
0.006745535850524903, | |
0.006071784019470215, | |
0.006322980880737305, | |
0.006031942844390869, | |
0.0063269810676574705, | |
0.006087623119354248, | |
0.006260101795196533, | |
0.0065322589874267575, | |
0.006668097972869873, | |
0.006695457935333252, | |
0.006218982219696045, | |
0.006210661888122558, | |
0.00628970193862915, | |
0.006109703063964844, | |
0.006315781116485596, | |
0.006144103050231934, | |
0.006331779956817627, | |
0.006212421894073486, | |
0.006201382160186768, | |
0.0059425048828125, | |
0.005965225219726563, | |
0.0059820241928100586, | |
0.005976903915405274, | |
0.0059349842071533205, | |
0.005915784835815429, | |
0.005912105083465576, | |
0.0059588241577148435, | |
0.0060201029777526855, | |
0.005870184898376465, | |
0.005948103904724121, | |
0.006152902126312256, | |
0.0059441041946411135, | |
0.005917864799499512, | |
0.005921064853668213, | |
0.005903463840484619, | |
0.005927945137023926, | |
0.005936264991760254, | |
0.005929863929748535, | |
0.00594266414642334, | |
0.005945543766021729, | |
0.0059285850524902345, | |
0.006153542995452881, | |
0.005918344974517822, | |
0.005938983917236328, | |
0.005913704872131348, | |
0.005870025157928466, | |
0.005870824813842774, | |
0.00591866397857666, | |
0.005900585174560547, | |
0.005907144069671631, | |
0.0059071450233459475, | |
0.005935305118560791, | |
0.00593882417678833, | |
0.0059282641410827635, | |
0.005915144920349121, | |
0.005950184822082519, | |
0.005912105083465576, | |
0.005941382884979248, | |
0.005935624122619629 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 162.63553320969405 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |