Upload cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
Browse files
cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json
CHANGED
@@ -3,7 +3,7 @@
|
|
3 |
"name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
-
"version": "2.3.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-classification",
|
9 |
"library": "transformers",
|
@@ -76,10 +76,10 @@
|
|
76 |
"environment": {
|
77 |
"cpu": " AMD EPYC 7R32",
|
78 |
"cpu_count": 16,
|
79 |
-
"cpu_ram_mb": 66697.
|
80 |
"system": "Linux",
|
81 |
"machine": "x86_64",
|
82 |
-
"platform": "Linux-5.10.
|
83 |
"processor": "x86_64",
|
84 |
"python_version": "3.10.12",
|
85 |
"gpu": [
|
@@ -89,15 +89,15 @@
|
|
89 |
"gpu_vram_mb": 24146608128,
|
90 |
"optimum_benchmark_version": "0.2.1",
|
91 |
"optimum_benchmark_commit": null,
|
92 |
-
"transformers_version": "4.
|
93 |
"transformers_commit": null,
|
94 |
-
"accelerate_version": "0.
|
95 |
"accelerate_commit": null,
|
96 |
-
"diffusers_version": "0.
|
97 |
"diffusers_commit": null,
|
98 |
"optimum_version": null,
|
99 |
"optimum_commit": null,
|
100 |
-
"timm_version": "1.0.
|
101 |
"timm_commit": null,
|
102 |
"peft_version": null,
|
103 |
"peft_commit": null
|
@@ -107,7 +107,7 @@
|
|
107 |
"overall": {
|
108 |
"memory": {
|
109 |
"unit": "MB",
|
110 |
-
"max_ram":
|
111 |
"max_global_vram": 3379.03616,
|
112 |
"max_process_vram": 0.0,
|
113 |
"max_reserved": 2730.491904,
|
@@ -116,24 +116,24 @@
|
|
116 |
"latency": {
|
117 |
"unit": "s",
|
118 |
"count": 5,
|
119 |
-
"total":
|
120 |
-
"mean": 0.
|
121 |
-
"stdev": 0.
|
122 |
-
"p50": 0.
|
123 |
-
"p90": 0.
|
124 |
-
"p95": 0.
|
125 |
-
"p99": 0.
|
126 |
"values": [
|
127 |
-
0.
|
128 |
-
0.
|
129 |
-
0.
|
130 |
-
0.
|
131 |
-
0.
|
132 |
]
|
133 |
},
|
134 |
"throughput": {
|
135 |
"unit": "samples/s",
|
136 |
-
"value":
|
137 |
},
|
138 |
"energy": null,
|
139 |
"efficiency": null
|
@@ -141,7 +141,7 @@
|
|
141 |
"warmup": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
-
"max_ram":
|
145 |
"max_global_vram": 3379.03616,
|
146 |
"max_process_vram": 0.0,
|
147 |
"max_reserved": 2730.491904,
|
@@ -150,21 +150,21 @@
|
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"count": 2,
|
153 |
-
"total": 0.
|
154 |
-
"mean": 0.
|
155 |
-
"stdev": 0.
|
156 |
-
"p50": 0.
|
157 |
-
"p90": 0.
|
158 |
-
"p95": 0.
|
159 |
-
"p99": 0.
|
160 |
"values": [
|
161 |
-
0.
|
162 |
-
0.
|
163 |
]
|
164 |
},
|
165 |
"throughput": {
|
166 |
"unit": "samples/s",
|
167 |
-
"value":
|
168 |
},
|
169 |
"energy": null,
|
170 |
"efficiency": null
|
@@ -172,7 +172,7 @@
|
|
172 |
"train": {
|
173 |
"memory": {
|
174 |
"unit": "MB",
|
175 |
-
"max_ram":
|
176 |
"max_global_vram": 3379.03616,
|
177 |
"max_process_vram": 0.0,
|
178 |
"max_reserved": 2730.491904,
|
@@ -181,22 +181,22 @@
|
|
181 |
"latency": {
|
182 |
"unit": "s",
|
183 |
"count": 3,
|
184 |
-
"total": 0.
|
185 |
-
"mean": 0.
|
186 |
-
"stdev": 0.
|
187 |
-
"p50": 0.
|
188 |
-
"p90": 0.
|
189 |
-
"p95": 0.
|
190 |
-
"p99": 0.
|
191 |
"values": [
|
192 |
-
0.
|
193 |
-
0.
|
194 |
-
0.
|
195 |
]
|
196 |
},
|
197 |
"throughput": {
|
198 |
"unit": "samples/s",
|
199 |
-
"value":
|
200 |
},
|
201 |
"energy": null,
|
202 |
"efficiency": null
|
|
|
3 |
"name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.3.1+cu121",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-classification",
|
9 |
"library": "transformers",
|
|
|
76 |
"environment": {
|
77 |
"cpu": " AMD EPYC 7R32",
|
78 |
"cpu_count": 16,
|
79 |
+
"cpu_ram_mb": 66697.293824,
|
80 |
"system": "Linux",
|
81 |
"machine": "x86_64",
|
82 |
+
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
|
83 |
"processor": "x86_64",
|
84 |
"python_version": "3.10.12",
|
85 |
"gpu": [
|
|
|
89 |
"gpu_vram_mb": 24146608128,
|
90 |
"optimum_benchmark_version": "0.2.1",
|
91 |
"optimum_benchmark_commit": null,
|
92 |
+
"transformers_version": "4.42.3",
|
93 |
"transformers_commit": null,
|
94 |
+
"accelerate_version": "0.31.0",
|
95 |
"accelerate_commit": null,
|
96 |
+
"diffusers_version": "0.29.2",
|
97 |
"diffusers_commit": null,
|
98 |
"optimum_version": null,
|
99 |
"optimum_commit": null,
|
100 |
+
"timm_version": "1.0.7",
|
101 |
"timm_commit": null,
|
102 |
"peft_version": null,
|
103 |
"peft_commit": null
|
|
|
107 |
"overall": {
|
108 |
"memory": {
|
109 |
"unit": "MB",
|
110 |
+
"max_ram": 1722.75712,
|
111 |
"max_global_vram": 3379.03616,
|
112 |
"max_process_vram": 0.0,
|
113 |
"max_reserved": 2730.491904,
|
|
|
116 |
"latency": {
|
117 |
"unit": "s",
|
118 |
"count": 5,
|
119 |
+
"total": 0.9112914161682129,
|
120 |
+
"mean": 0.18225828323364257,
|
121 |
+
"stdev": 0.2655902629849097,
|
122 |
+
"p50": 0.0495810546875,
|
123 |
+
"p90": 0.4481149078369141,
|
124 |
+
"p95": 0.5807765701293944,
|
125 |
+
"p99": 0.6869058999633789,
|
126 |
"values": [
|
127 |
+
0.713438232421875,
|
128 |
+
0.050129920959472656,
|
129 |
+
0.0495810546875,
|
130 |
+
0.04907622528076172,
|
131 |
+
0.04906598281860351
|
132 |
]
|
133 |
},
|
134 |
"throughput": {
|
135 |
"unit": "samples/s",
|
136 |
+
"value": 54.867190794180196
|
137 |
},
|
138 |
"energy": null,
|
139 |
"efficiency": null
|
|
|
141 |
"warmup": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
+
"max_ram": 1722.75712,
|
145 |
"max_global_vram": 3379.03616,
|
146 |
"max_process_vram": 0.0,
|
147 |
"max_reserved": 2730.491904,
|
|
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"count": 2,
|
153 |
+
"total": 0.7635681533813476,
|
154 |
+
"mean": 0.3817840766906738,
|
155 |
+
"stdev": 0.33165415573120116,
|
156 |
+
"p50": 0.3817840766906738,
|
157 |
+
"p90": 0.6471074012756348,
|
158 |
+
"p95": 0.6802728168487548,
|
159 |
+
"p99": 0.7068051493072509,
|
160 |
"values": [
|
161 |
+
0.713438232421875,
|
162 |
+
0.050129920959472656
|
163 |
]
|
164 |
},
|
165 |
"throughput": {
|
166 |
"unit": "samples/s",
|
167 |
+
"value": 10.477126324052664
|
168 |
},
|
169 |
"energy": null,
|
170 |
"efficiency": null
|
|
|
172 |
"train": {
|
173 |
"memory": {
|
174 |
"unit": "MB",
|
175 |
+
"max_ram": 1722.75712,
|
176 |
"max_global_vram": 3379.03616,
|
177 |
"max_process_vram": 0.0,
|
178 |
"max_reserved": 2730.491904,
|
|
|
181 |
"latency": {
|
182 |
"unit": "s",
|
183 |
"count": 3,
|
184 |
+
"total": 0.14772326278686523,
|
185 |
+
"mean": 0.04924108759562174,
|
186 |
+
"stdev": 0.000240429400140505,
|
187 |
+
"p50": 0.04907622528076172,
|
188 |
+
"p90": 0.049480088806152345,
|
189 |
+
"p95": 0.04953057174682617,
|
190 |
+
"p99": 0.04957095809936524,
|
191 |
"values": [
|
192 |
+
0.0495810546875,
|
193 |
+
0.04907622528076172,
|
194 |
+
0.04906598281860351
|
195 |
]
|
196 |
},
|
197 |
"throughput": {
|
198 |
"unit": "samples/s",
|
199 |
+
"value": 121.8494613537636
|
200 |
},
|
201 |
"energy": null,
|
202 |
"efficiency": null
|