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
@@ -11,7 +11,7 @@
|
|
11 |
"model": "FacebookAI/roberta-base",
|
12 |
"processor": "FacebookAI/roberta-base",
|
13 |
"device": "cuda",
|
14 |
-
"device_ids": "
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
@@ -79,10 +79,10 @@
|
|
79 |
"environment": {
|
80 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
81 |
"cpu_count": 128,
|
82 |
-
"cpu_ram_mb":
|
83 |
"system": "Linux",
|
84 |
"machine": "x86_64",
|
85 |
-
"platform": "Linux-5.15.0-
|
86 |
"processor": "x86_64",
|
87 |
"python_version": "3.10.12",
|
88 |
"gpu": [
|
@@ -97,9 +97,9 @@
|
|
97 |
],
|
98 |
"gpu_count": 8,
|
99 |
"gpu_vram_mb": 549621596160,
|
100 |
-
"optimum_benchmark_version": "0.
|
101 |
"optimum_benchmark_commit": null,
|
102 |
-
"transformers_version": "4.
|
103 |
"transformers_commit": null,
|
104 |
"accelerate_version": "0.34.2",
|
105 |
"accelerate_commit": null,
|
@@ -109,7 +109,7 @@
|
|
109 |
"optimum_commit": null,
|
110 |
"timm_version": "1.0.9",
|
111 |
"timm_commit": null,
|
112 |
-
"peft_version": "0.
|
113 |
"peft_commit": null
|
114 |
}
|
115 |
},
|
@@ -117,33 +117,34 @@
|
|
117 |
"overall": {
|
118 |
"memory": {
|
119 |
"unit": "MB",
|
120 |
-
"max_ram":
|
121 |
"max_global_vram": 68702.69952,
|
122 |
-
"max_process_vram":
|
123 |
"max_reserved": 2707.423232,
|
124 |
"max_allocated": 2497.900032
|
125 |
},
|
126 |
"latency": {
|
127 |
"unit": "s",
|
128 |
-
"count": 5,
|
129 |
-
"total": 0.7550670738220215,
|
130 |
-
"mean": 0.1510134147644043,
|
131 |
-
"stdev": 0.20859403742649008,
|
132 |
-
"p50": 0.045890602111816406,
|
133 |
-
"p90": 0.3624829681396485,
|
134 |
-
"p95": 0.4653064559936523,
|
135 |
-
"p99": 0.5475652462768554,
|
136 |
"values": [
|
137 |
-
0.
|
138 |
-
0.
|
139 |
-
0.
|
140 |
-
0.
|
141 |
-
0.
|
142 |
-
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
143 |
},
|
144 |
"throughput": {
|
145 |
"unit": "samples/s",
|
146 |
-
"value":
|
147 |
},
|
148 |
"energy": null,
|
149 |
"efficiency": null
|
@@ -151,30 +152,31 @@
|
|
151 |
"warmup": {
|
152 |
"memory": {
|
153 |
"unit": "MB",
|
154 |
-
"max_ram":
|
155 |
"max_global_vram": 68702.69952,
|
156 |
-
"max_process_vram":
|
157 |
"max_reserved": 2707.423232,
|
158 |
"max_allocated": 2497.900032
|
159 |
},
|
160 |
"latency": {
|
161 |
"unit": "s",
|
162 |
-
"count": 2,
|
163 |
-
"total": 0.6119843940734864,
|
164 |
-
"mean": 0.3059921970367432,
|
165 |
-
"stdev": 0.2621377468109131,
|
166 |
-
"p50": 0.3059921970367432,
|
167 |
-
"p90": 0.5157023944854736,
|
168 |
-
"p95": 0.5419161691665649,
|
169 |
-
"p99": 0.562887188911438,
|
170 |
"values": [
|
171 |
-
0.
|
172 |
-
0.
|
173 |
-
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
174 |
},
|
175 |
"throughput": {
|
176 |
"unit": "samples/s",
|
177 |
-
"value":
|
178 |
},
|
179 |
"energy": null,
|
180 |
"efficiency": null
|
@@ -182,31 +184,32 @@
|
|
182 |
"train": {
|
183 |
"memory": {
|
184 |
"unit": "MB",
|
185 |
-
"max_ram":
|
186 |
"max_global_vram": 68702.69952,
|
187 |
-
"max_process_vram":
|
188 |
"max_reserved": 2707.423232,
|
189 |
"max_allocated": 2497.900032
|
190 |
},
|
191 |
"latency": {
|
192 |
"unit": "s",
|
193 |
-
"count": 3,
|
194 |
-
"total": 0.14308267974853517,
|
195 |
-
"mean": 0.047694226582845056,
|
196 |
-
"stdev": 0.004602745357993344,
|
197 |
-
"p50": 0.045890602111816406,
|
198 |
-
"p90": 0.05238812408447266,
|
199 |
-
"p95": 0.05320031433105469,
|
200 |
-
"p99": 0.05385006652832031,
|
201 |
"values": [
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
205 |
-
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
206 |
},
|
207 |
"throughput": {
|
208 |
"unit": "samples/s",
|
209 |
-
"value":
|
210 |
},
|
211 |
"energy": null,
|
212 |
"efficiency": null
|
|
|
11 |
"model": "FacebookAI/roberta-base",
|
12 |
"processor": "FacebookAI/roberta-base",
|
13 |
"device": "cuda",
|
14 |
+
"device_ids": "6",
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
|
|
79 |
"environment": {
|
80 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
81 |
"cpu_count": 128,
|
82 |
+
"cpu_ram_mb": 1082014.482432,
|
83 |
"system": "Linux",
|
84 |
"machine": "x86_64",
|
85 |
+
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
|
86 |
"processor": "x86_64",
|
87 |
"python_version": "3.10.12",
|
88 |
"gpu": [
|
|
|
97 |
],
|
98 |
"gpu_count": 8,
|
99 |
"gpu_vram_mb": 549621596160,
|
100 |
+
"optimum_benchmark_version": "0.5.0",
|
101 |
"optimum_benchmark_commit": null,
|
102 |
+
"transformers_version": "4.45.1",
|
103 |
"transformers_commit": null,
|
104 |
"accelerate_version": "0.34.2",
|
105 |
"accelerate_commit": null,
|
|
|
109 |
"optimum_commit": null,
|
110 |
"timm_version": "1.0.9",
|
111 |
"timm_commit": null,
|
112 |
+
"peft_version": "0.13.0",
|
113 |
"peft_commit": null
|
114 |
}
|
115 |
},
|
|
|
117 |
"overall": {
|
118 |
"memory": {
|
119 |
"unit": "MB",
|
120 |
+
"max_ram": 1326.747648,
|
121 |
"max_global_vram": 68702.69952,
|
122 |
+
"max_process_vram": 316788.854784,
|
123 |
"max_reserved": 2707.423232,
|
124 |
"max_allocated": 2497.900032
|
125 |
},
|
126 |
"latency": {
|
127 |
"unit": "s",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
128 |
"values": [
|
129 |
+
0.6637890625,
|
130 |
+
0.04668184280395508,
|
131 |
+
0.04521063995361328,
|
132 |
+
0.04529240036010742,
|
133 |
+
0.04538679885864258
|
134 |
+
],
|
135 |
+
"count": 5,
|
136 |
+
"total": 0.8463607444763184,
|
137 |
+
"mean": 0.16927214889526368,
|
138 |
+
"p50": 0.04538679885864258,
|
139 |
+
"p90": 0.4169461746215821,
|
140 |
+
"p95": 0.540367618560791,
|
141 |
+
"p99": 0.6391047737121582,
|
142 |
+
"stdev": 0.24725904512884092,
|
143 |
+
"stdev_": 146.07190063016878
|
144 |
},
|
145 |
"throughput": {
|
146 |
"unit": "samples/s",
|
147 |
+
"value": 59.076463938479634
|
148 |
},
|
149 |
"energy": null,
|
150 |
"efficiency": null
|
|
|
152 |
"warmup": {
|
153 |
"memory": {
|
154 |
"unit": "MB",
|
155 |
+
"max_ram": 1326.747648,
|
156 |
"max_global_vram": 68702.69952,
|
157 |
+
"max_process_vram": 316788.854784,
|
158 |
"max_reserved": 2707.423232,
|
159 |
"max_allocated": 2497.900032
|
160 |
},
|
161 |
"latency": {
|
162 |
"unit": "s",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
163 |
"values": [
|
164 |
+
0.6637890625,
|
165 |
+
0.04668184280395508
|
166 |
+
],
|
167 |
+
"count": 2,
|
168 |
+
"total": 0.7104709053039551,
|
169 |
+
"mean": 0.35523545265197753,
|
170 |
+
"p50": 0.35523545265197753,
|
171 |
+
"p90": 0.6020783405303956,
|
172 |
+
"p95": 0.6329337015151978,
|
173 |
+
"p99": 0.6576179903030396,
|
174 |
+
"stdev": 0.3085536098480225,
|
175 |
+
"stdev_": 86.85890091896627
|
176 |
},
|
177 |
"throughput": {
|
178 |
"unit": "samples/s",
|
179 |
+
"value": 11.260137382511708
|
180 |
},
|
181 |
"energy": null,
|
182 |
"efficiency": null
|
|
|
184 |
"train": {
|
185 |
"memory": {
|
186 |
"unit": "MB",
|
187 |
+
"max_ram": 1326.747648,
|
188 |
"max_global_vram": 68702.69952,
|
189 |
+
"max_process_vram": 316788.854784,
|
190 |
"max_reserved": 2707.423232,
|
191 |
"max_allocated": 2497.900032
|
192 |
},
|
193 |
"latency": {
|
194 |
"unit": "s",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
195 |
"values": [
|
196 |
+
0.04521063995361328,
|
197 |
+
0.04529240036010742,
|
198 |
+
0.04538679885864258
|
199 |
+
],
|
200 |
+
"count": 3,
|
201 |
+
"total": 0.13588983917236327,
|
202 |
+
"mean": 0.04529661305745442,
|
203 |
+
"p50": 0.04529240036010742,
|
204 |
+
"p90": 0.045367919158935545,
|
205 |
+
"p95": 0.045377359008789066,
|
206 |
+
"p99": 0.04538491088867188,
|
207 |
+
"stdev": 7.197823777357224e-05,
|
208 |
+
"stdev_": 0.15890423790024816
|
209 |
},
|
210 |
"throughput": {
|
211 |
"unit": "samples/s",
|
212 |
+
"value": 132.46023477273175
|
213 |
},
|
214 |
"energy": null,
|
215 |
"efficiency": null
|