IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch/benchmark.json with huggingface_hub
34081ab
verified
{ | |
"config": { | |
"name": "cuda_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-to-image", | |
"library": "diffusers", | |
"model_type": "stable-diffusion", | |
"model": "hf-internal-testing/tiny-stable-diffusion-torch", | |
"processor": "hf-internal-testing/tiny-stable-diffusion-torch", | |
"device": "cuda", | |
"device_ids": "5", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": 1082014.490624, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-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": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.47.0", | |
"transformers_commit": null, | |
"accelerate_version": "1.2.0", | |
"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": "0.14.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1049.481216, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 10491.858944, | |
"max_reserved": 10.48576, | |
"max_allocated": 8.715776 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.7950437622070312 | |
], | |
"count": 1, | |
"total": 0.7950437622070312, | |
"mean": 0.7950437622070312, | |
"p50": 0.7950437622070312, | |
"p90": 0.7950437622070312, | |
"p95": 0.7950437622070312, | |
"p99": 0.7950437622070312, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"call": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1315.745792, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 196760.358912, | |
"max_reserved": 427.819008, | |
"max_allocated": 295.694848 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.06003832244873047, | |
0.06013208389282226, | |
0.058002811431884765, | |
0.056159618377685544, | |
0.05534170532226562, | |
0.055048583984375, | |
0.055039783477783204, | |
0.0550263442993164, | |
0.05490042495727539, | |
0.05483882522583008, | |
0.05501386260986328, | |
0.05488458251953125, | |
0.054855304718017577, | |
0.05494762420654297, | |
0.05485130310058594, | |
0.054966663360595705, | |
0.05510970306396484, | |
0.05510794448852539 | |
], | |
"count": 18, | |
"total": 1.0042654914855957, | |
"mean": 0.05579252730475532, | |
"p50": 0.0550330638885498, | |
"p90": 0.05861346473693848, | |
"p95": 0.06005238666534424, | |
"p99": 0.06011614444732666, | |
"stdev": 0.0016835836827689297, | |
"stdev_": 3.0175791707242383 | |
}, | |
"throughput": { | |
"unit": "images/s", | |
"value": 35.84709452352655 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_step": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.01458746337890625, | |
0.014558023452758789, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.027403732299804688, | |
0.013768746376037597, | |
0.013801706314086915, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.027403732299804688, | |
0.013768746376037597, | |
0.013801706314086915, | |
0.027402292251586913, | |
0.013750666618347169, | |
0.013718026161193848, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.027403732299804688, | |
0.013768746376037597, | |
0.013801706314086915, | |
0.027402292251586913, | |
0.013750666618347169, | |
0.013718026161193848, | |
0.027375411987304688, | |
0.013730186462402344, | |
0.013750185966491699, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.027403732299804688, | |
0.013768746376037597, | |
0.013801706314086915, | |
0.027402292251586913, | |
0.013750666618347169, | |
0.013718026161193848, | |
0.027375411987304688, | |
0.013730186462402344, | |
0.013750185966491699, | |
0.027565332412719728, | |
0.013788745880126954, | |
0.013783306121826171, | |
0.01458746337890625, | |
0.014558023452758789, | |
0.030238759994506835, | |
0.015432419776916504, | |
0.014700581550598144, | |
0.028847888946533205, | |
0.014536582946777343, | |
0.014660581588745118, | |
0.028617807388305664, | |
0.013843626022338866, | |
0.013814505577087402, | |
0.027469011306762697, | |
0.01408730411529541, | |
0.013809865951538085, | |
0.027437332153320313, | |
0.013821226119995117, | |
0.01383034610748291, | |
0.027459251403808595, | |
0.013810345649719238, | |
0.013794185638427735, | |
0.027460531234741212, | |
0.013842025756835937, | |
0.013780426025390625, | |
0.02736069107055664, | |
0.01380202579498291, | |
0.013773225784301757, | |
0.027386451721191408, | |
0.013737385749816894, | |
0.013743625640869141, | |
0.02747429275512695, | |
0.01378378677368164, | |
0.013781705856323241, | |
0.027395092010498046, | |
0.013779786109924317, | |
0.013745866775512695, | |
0.027369491577148436, | |
0.013768746376037597, | |
0.013757705688476562, | |
0.027403732299804688, | |
0.013768746376037597, | |
0.013801706314086915, | |
0.027402292251586913, | |
0.013750666618347169, | |
0.013718026161193848, | |
0.027375411987304688, | |
0.013730186462402344, | |
0.013750185966491699, | |
0.027565332412719728, | |
0.013788745880126954, | |
0.013783306121826171, | |
0.027562292098999023, | |
0.013769386291503906, | |
0.013795145988464355 | |
], | |
"count": 495, | |
"total": 9.103388712882996, | |
"mean": 0.018390684268450495, | |
"p50": 0.014536582946777343, | |
"p90": 0.027564116287231447, | |
"p95": 0.028847888946533205, | |
"p99": 0.030238759994506835, | |
"stdev": 0.006464770411649557, | |
"stdev_": 35.15241911221308 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |