Commit
•
6e8519b
1
Parent(s):
92f7cd1
Upload cpu_training_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
Browse files
cpu_training_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json
CHANGED
@@ -3,7 +3,7 @@
|
|
3 |
"name": "cpu_training_transformers_fill-mask_google-bert/bert-base-uncased",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
-
"version": "2.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "fill-mask",
|
9 |
"library": "transformers",
|
@@ -79,23 +79,23 @@
|
|
79 |
"environment": {
|
80 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
81 |
"cpu_count": 4,
|
82 |
-
"cpu_ram_mb":
|
83 |
"system": "Linux",
|
84 |
"machine": "x86_64",
|
85 |
-
"platform": "Linux-6.
|
86 |
"processor": "x86_64",
|
87 |
"python_version": "3.10.15",
|
88 |
"optimum_benchmark_version": "0.5.0.dev0",
|
89 |
-
"optimum_benchmark_commit": "
|
90 |
-
"transformers_version": "4.
|
91 |
"transformers_commit": null,
|
92 |
-
"accelerate_version": "1.
|
93 |
"accelerate_commit": null,
|
94 |
-
"diffusers_version": "0.
|
95 |
"diffusers_commit": null,
|
96 |
"optimum_version": null,
|
97 |
"optimum_commit": null,
|
98 |
-
"timm_version": "1.0.
|
99 |
"timm_commit": null,
|
100 |
"peft_version": null,
|
101 |
"peft_commit": null
|
@@ -107,7 +107,7 @@
|
|
107 |
"overall": {
|
108 |
"memory": {
|
109 |
"unit": "MB",
|
110 |
-
"max_ram":
|
111 |
"max_global_vram": null,
|
112 |
"max_process_vram": null,
|
113 |
"max_reserved": null,
|
@@ -116,42 +116,42 @@
|
|
116 |
"latency": {
|
117 |
"unit": "s",
|
118 |
"values": [
|
119 |
-
0.
|
120 |
-
0.
|
121 |
-
0.
|
122 |
-
0.
|
123 |
-
0.
|
124 |
],
|
125 |
"count": 5,
|
126 |
-
"total": 2.
|
127 |
-
"mean": 0.
|
128 |
-
"p50": 0.
|
129 |
-
"p90": 0.
|
130 |
-
"p95": 0.
|
131 |
-
"p99": 0.
|
132 |
-
"stdev": 0.
|
133 |
-
"stdev_": 8.
|
134 |
},
|
135 |
"throughput": {
|
136 |
"unit": "samples/s",
|
137 |
-
"value": 17.
|
138 |
},
|
139 |
"energy": {
|
140 |
"unit": "kWh",
|
141 |
-
"cpu": 0.
|
142 |
-
"ram": 5.
|
143 |
"gpu": 0,
|
144 |
-
"total": 0.
|
145 |
},
|
146 |
"efficiency": {
|
147 |
"unit": "samples/kWh",
|
148 |
-
"value":
|
149 |
}
|
150 |
},
|
151 |
"warmup": {
|
152 |
"memory": {
|
153 |
"unit": "MB",
|
154 |
-
"max_ram":
|
155 |
"max_global_vram": null,
|
156 |
"max_process_vram": null,
|
157 |
"max_reserved": null,
|
@@ -160,22 +160,22 @@
|
|
160 |
"latency": {
|
161 |
"unit": "s",
|
162 |
"values": [
|
163 |
-
0.
|
164 |
-
0.
|
165 |
],
|
166 |
"count": 2,
|
167 |
-
"total": 1.
|
168 |
-
"mean": 0.
|
169 |
-
"p50": 0.
|
170 |
-
"p90": 0.
|
171 |
-
"p95": 0.
|
172 |
-
"p99": 0.
|
173 |
-
"stdev": 0.
|
174 |
-
"stdev_": 10.
|
175 |
},
|
176 |
"throughput": {
|
177 |
"unit": "samples/s",
|
178 |
-
"value": 6.
|
179 |
},
|
180 |
"energy": null,
|
181 |
"efficiency": null
|
@@ -183,7 +183,7 @@
|
|
183 |
"train": {
|
184 |
"memory": {
|
185 |
"unit": "MB",
|
186 |
-
"max_ram":
|
187 |
"max_global_vram": null,
|
188 |
"max_process_vram": null,
|
189 |
"max_reserved": null,
|
@@ -192,23 +192,23 @@
|
|
192 |
"latency": {
|
193 |
"unit": "s",
|
194 |
"values": [
|
195 |
-
0.
|
196 |
-
0.
|
197 |
-
0.
|
198 |
],
|
199 |
"count": 3,
|
200 |
-
"total": 1.
|
201 |
-
"mean": 0.
|
202 |
-
"p50": 0.
|
203 |
-
"p90": 0.
|
204 |
-
"p95": 0.
|
205 |
-
"p99": 0.
|
206 |
-
"stdev": 0.
|
207 |
-
"stdev_": 0.
|
208 |
},
|
209 |
"throughput": {
|
210 |
"unit": "samples/s",
|
211 |
-
"value": 10.
|
212 |
},
|
213 |
"energy": null,
|
214 |
"efficiency": null
|
|
|
3 |
"name": "cpu_training_transformers_fill-mask_google-bert/bert-base-uncased",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.5.1+cpu",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "fill-mask",
|
9 |
"library": "transformers",
|
|
|
79 |
"environment": {
|
80 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
81 |
"cpu_count": 4,
|
82 |
+
"cpu_ram_mb": 16757.342208,
|
83 |
"system": "Linux",
|
84 |
"machine": "x86_64",
|
85 |
+
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
|
86 |
"processor": "x86_64",
|
87 |
"python_version": "3.10.15",
|
88 |
"optimum_benchmark_version": "0.5.0.dev0",
|
89 |
+
"optimum_benchmark_commit": "6807ba28334c8c98abf72a03d78f86133328d180",
|
90 |
+
"transformers_version": "4.46.3",
|
91 |
"transformers_commit": null,
|
92 |
+
"accelerate_version": "1.1.1",
|
93 |
"accelerate_commit": null,
|
94 |
+
"diffusers_version": "0.31.0",
|
95 |
"diffusers_commit": null,
|
96 |
"optimum_version": null,
|
97 |
"optimum_commit": null,
|
98 |
+
"timm_version": "1.0.11",
|
99 |
"timm_commit": null,
|
100 |
"peft_version": null,
|
101 |
"peft_commit": null
|
|
|
107 |
"overall": {
|
108 |
"memory": {
|
109 |
"unit": "MB",
|
110 |
+
"max_ram": 2496.323584,
|
111 |
"max_global_vram": null,
|
112 |
"max_process_vram": null,
|
113 |
"max_reserved": null,
|
|
|
116 |
"latency": {
|
117 |
"unit": "s",
|
118 |
"values": [
|
119 |
+
0.6861325360000023,
|
120 |
+
0.5504965940000375,
|
121 |
+
0.5559856989999616,
|
122 |
+
0.5569493570000077,
|
123 |
+
0.5617947370000138
|
124 |
],
|
125 |
"count": 5,
|
126 |
+
"total": 2.911358923000023,
|
127 |
+
"mean": 0.5822717846000046,
|
128 |
+
"p50": 0.5569493570000077,
|
129 |
+
"p90": 0.6363974164000069,
|
130 |
+
"p95": 0.6612649762000046,
|
131 |
+
"p99": 0.6811590240400028,
|
132 |
+
"stdev": 0.05205422467615579,
|
133 |
+
"stdev_": 8.939850092841915
|
134 |
},
|
135 |
"throughput": {
|
136 |
"unit": "samples/s",
|
137 |
+
"value": 17.174110551947084
|
138 |
},
|
139 |
"energy": {
|
140 |
"unit": "kWh",
|
141 |
+
"cpu": 0.00012082477100555532,
|
142 |
+
"ram": 5.050306001150536e-06,
|
143 |
"gpu": 0,
|
144 |
+
"total": 0.00012587507700670585
|
145 |
},
|
146 |
"efficiency": {
|
147 |
"unit": "samples/kWh",
|
148 |
+
"value": 79443.8441492851
|
149 |
}
|
150 |
},
|
151 |
"warmup": {
|
152 |
"memory": {
|
153 |
"unit": "MB",
|
154 |
+
"max_ram": 2496.323584,
|
155 |
"max_global_vram": null,
|
156 |
"max_process_vram": null,
|
157 |
"max_reserved": null,
|
|
|
160 |
"latency": {
|
161 |
"unit": "s",
|
162 |
"values": [
|
163 |
+
0.6861325360000023,
|
164 |
+
0.5504965940000375
|
165 |
],
|
166 |
"count": 2,
|
167 |
+
"total": 1.2366291300000398,
|
168 |
+
"mean": 0.6183145650000199,
|
169 |
+
"p50": 0.6183145650000199,
|
170 |
+
"p90": 0.6725689418000058,
|
171 |
+
"p95": 0.6793507389000041,
|
172 |
+
"p99": 0.6847761765800027,
|
173 |
+
"stdev": 0.06781797099998244,
|
174 |
+
"stdev_": 10.968198848749463
|
175 |
},
|
176 |
"throughput": {
|
177 |
"unit": "samples/s",
|
178 |
+
"value": 6.4691990556616945
|
179 |
},
|
180 |
"energy": null,
|
181 |
"efficiency": null
|
|
|
183 |
"train": {
|
184 |
"memory": {
|
185 |
"unit": "MB",
|
186 |
+
"max_ram": 2496.323584,
|
187 |
"max_global_vram": null,
|
188 |
"max_process_vram": null,
|
189 |
"max_reserved": null,
|
|
|
192 |
"latency": {
|
193 |
"unit": "s",
|
194 |
"values": [
|
195 |
+
0.5559856989999616,
|
196 |
+
0.5569493570000077,
|
197 |
+
0.5617947370000138
|
198 |
],
|
199 |
"count": 3,
|
200 |
+
"total": 1.6747297929999831,
|
201 |
+
"mean": 0.5582432643333277,
|
202 |
+
"p50": 0.5569493570000077,
|
203 |
+
"p90": 0.5608256610000126,
|
204 |
+
"p95": 0.5613101990000132,
|
205 |
+
"p99": 0.5616978294000137,
|
206 |
+
"stdev": 0.0025418992586813275,
|
207 |
+
"stdev_": 0.4553389930672869
|
208 |
},
|
209 |
"throughput": {
|
210 |
"unit": "samples/s",
|
211 |
+
"value": 10.748002498812763
|
212 |
},
|
213 |
"energy": null,
|
214 |
"efficiency": null
|