Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
bc0a131
•
1 Parent(s): 7fbe26b

Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json +172 -156
cuda_inference_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": "5",
15
  "seed": 42,
16
  "inter_op_num_threads": null,
17
  "intra_op_num_threads": null,
@@ -73,10 +73,10 @@
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 128,
76
- "cpu_ram_mb": 1082015.256576,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
- "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
@@ -91,9 +91,9 @@
91
  ],
92
  "gpu_count": 8,
93
  "gpu_vram_mb": 549621596160,
94
- "optimum_benchmark_version": "0.4.0",
95
  "optimum_benchmark_commit": null,
96
- "transformers_version": "4.44.2",
97
  "transformers_commit": null,
98
  "accelerate_version": "0.34.2",
99
  "accelerate_commit": null,
@@ -103,7 +103,7 @@
103
  "optimum_commit": null,
104
  "timm_version": "1.0.9",
105
  "timm_commit": null,
106
- "peft_version": "0.12.0",
107
  "peft_commit": null
108
  }
109
  },
@@ -111,25 +111,26 @@
111
  "load": {
112
  "memory": {
113
  "unit": "MB",
114
- "max_ram": 1079.435264,
115
  "max_global_vram": 68702.69952,
116
- "max_process_vram": 51176.861696,
117
  "max_reserved": 555.74528,
118
  "max_allocated": 499.374592
119
  },
120
  "latency": {
121
  "unit": "s",
122
- "count": 1,
123
- "total": 9.796236328125,
124
- "mean": 9.796236328125,
125
- "stdev": 0.0,
126
- "p50": 9.796236328125,
127
- "p90": 9.796236328125,
128
- "p95": 9.796236328125,
129
- "p99": 9.796236328125,
130
  "values": [
131
- 9.796236328125
132
- ]
 
 
 
 
 
 
 
 
 
133
  },
134
  "throughput": null,
135
  "energy": null,
@@ -138,153 +139,168 @@
138
  "forward": {
139
  "memory": {
140
  "unit": "MB",
141
- "max_ram": 1196.42112,
142
  "max_global_vram": 68702.69952,
143
- "max_process_vram": 252628.004864,
144
  "max_reserved": 555.74528,
145
- "max_allocated": 499.4432
146
  },
147
  "latency": {
148
  "unit": "s",
149
- "count": 125,
150
- "total": 0.9985414254665373,
151
- "mean": 0.007988331403732299,
152
- "stdev": 0.0012301193633842949,
153
- "p50": 0.007905738830566406,
154
- "p90": 0.008065547180175782,
155
- "p95": 0.00810548267364502,
156
- "p99": 0.012635256919860869,
157
  "values": [
158
- 0.008097739219665527,
159
- 0.008018058776855469,
160
- 0.008101899147033692,
161
- 0.008075339317321777,
162
- 0.008106378555297852,
163
- 0.008062859535217286,
164
- 0.008378539085388183,
165
- 0.008067338943481446,
166
- 0.008032138824462891,
167
- 0.008025738716125488,
168
- 0.007987180233001708,
169
- 0.007964138984680175,
170
- 0.007974538803100586,
171
- 0.007950860023498535,
172
- 0.007960459232330323,
173
- 0.007884779930114745,
174
- 0.00792077922821045,
175
- 0.007871500015258789,
176
- 0.007951659202575683,
177
- 0.00787966012954712,
178
- 0.007905738830566406,
179
- 0.007915500164031983,
180
- 0.007825739860534668,
181
- 0.007848139762878417,
182
- 0.007835820198059082,
183
- 0.00785517978668213,
184
- 0.007873260021209716,
185
- 0.0078818998336792,
186
- 0.007852458953857422,
187
- 0.007892940044403076,
188
- 0.007806859970092774,
189
- 0.007830379009246826,
190
- 0.01852987289428711,
191
- 0.002336313962936401,
192
- 0.005396786212921142,
193
- 0.00785998010635376,
194
- 0.00784957981109619,
195
- 0.007827020168304444,
196
- 0.00789870023727417,
197
- 0.007858699798583984,
198
- 0.007896780014038086,
199
- 0.007881258964538574,
200
- 0.007900300025939942,
201
- 0.007896618843078613,
202
- 0.007945899963378905,
203
- 0.008012779235839844,
204
- 0.007971339225769043,
205
- 0.007924620151519776,
206
- 0.007938539028167725,
207
- 0.007877260208129884,
208
- 0.00791261911392212,
209
- 0.007902219772338867,
210
- 0.00789565896987915,
211
- 0.007911019802093506,
212
- 0.007909578800201416,
213
- 0.007987020015716552,
214
- 0.007893579006195068,
215
- 0.007879499912261962,
216
- 0.007844299793243407,
217
- 0.007842219829559327,
218
- 0.007819180011749267,
219
- 0.00785181999206543,
220
- 0.007882699966430665,
221
- 0.008090378761291504,
222
- 0.00801837921142578,
223
- 0.00797790002822876,
224
- 0.00794253921508789,
225
- 0.007904139995574952,
226
- 0.007904778957366944,
227
- 0.007980460166931153,
228
- 0.008108939170837402,
229
- 0.007963980197906494,
230
- 0.008075498580932617,
231
- 0.007978538990020751,
232
- 0.008006218910217286,
233
- 0.008011659622192384,
234
- 0.013979483604431152,
235
- 0.006547183036804199,
236
- 0.008047019004821777,
237
- 0.00796125888824463,
238
- 0.007926060199737548,
239
- 0.007931499004364014,
240
- 0.007877099990844726,
241
- 0.007977259159088135,
242
- 0.007859819889068604,
243
- 0.007929738998413085,
244
- 0.007889900207519531,
245
- 0.007886858940124511,
246
- 0.007872779846191407,
247
- 0.007861899852752685,
248
- 0.00782637882232666,
249
- 0.00791614007949829,
250
- 0.008268617630004882,
251
- 0.00818701934814453,
252
- 0.008041739463806152,
253
- 0.007989419937133788,
254
- 0.007984458923339844,
255
- 0.007922060012817382,
256
- 0.007937900066375733,
257
- 0.007877580165863037,
258
- 0.007890378952026367,
259
- 0.007911499977111816,
260
- 0.0079945387840271,
261
- 0.0078850998878479,
262
- 0.007866219997406006,
263
- 0.00789981985092163,
264
- 0.007936299800872803,
265
- 0.007911980152130127,
266
- 0.007903820037841796,
267
- 0.00791629981994629,
268
- 0.007880780220031738,
269
- 0.007882859230041504,
270
- 0.007920300006866455,
271
- 0.007844139099121093,
272
- 0.007812300205230713,
273
- 0.007905739784240723,
274
- 0.007875339031219482,
275
- 0.007847179889678955,
276
- 0.007848939895629882,
277
- 0.007922539234161377,
278
- 0.00788205909729004,
279
- 0.007858699798583984,
280
- 0.007828139781951904,
281
- 0.007836619853973388,
282
- 0.00784798002243042
283
- ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
284
  },
285
  "throughput": {
286
  "unit": "samples/s",
287
- "value": 125.18258813508677
288
  },
289
  "energy": null,
290
  "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,
 
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 128,
76
+ "cpu_ram_mb": 1082014.482432,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
+ "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
 
91
  ],
92
  "gpu_count": 8,
93
  "gpu_vram_mb": 549621596160,
94
+ "optimum_benchmark_version": "0.5.0",
95
  "optimum_benchmark_commit": null,
96
+ "transformers_version": "4.45.1",
97
  "transformers_commit": null,
98
  "accelerate_version": "0.34.2",
99
  "accelerate_commit": null,
 
103
  "optimum_commit": null,
104
  "timm_version": "1.0.9",
105
  "timm_commit": null,
106
+ "peft_version": "0.13.0",
107
  "peft_commit": null
108
  }
109
  },
 
111
  "load": {
112
  "memory": {
113
  "unit": "MB",
114
+ "max_ram": 1105.989632,
115
  "max_global_vram": 68702.69952,
116
+ "max_process_vram": 4471.496704,
117
  "max_reserved": 555.74528,
118
  "max_allocated": 499.374592
119
  },
120
  "latency": {
121
  "unit": "s",
 
 
 
 
 
 
 
 
122
  "values": [
123
+ 0.07776557159423828
124
+ ],
125
+ "count": 1,
126
+ "total": 0.07776557159423828,
127
+ "mean": 0.07776557159423828,
128
+ "p50": 0.07776557159423828,
129
+ "p90": 0.07776557159423828,
130
+ "p95": 0.07776557159423828,
131
+ "p99": 0.07776557159423828,
132
+ "stdev": 0,
133
+ "stdev_": 0
134
  },
135
  "throughput": null,
136
  "energy": null,
 
139
  "forward": {
140
  "memory": {
141
  "unit": "MB",
142
+ "max_ram": 1228.791808,
143
  "max_global_vram": 68702.69952,
144
+ "max_process_vram": 241911.844864,
145
  "max_reserved": 555.74528,
146
+ "max_allocated": 499.442688
147
  },
148
  "latency": {
149
  "unit": "s",
 
 
 
 
 
 
 
 
150
  "values": [
151
+ 0.007253292083740234,
152
+ 0.006818891048431397,
153
+ 0.006841452121734619,
154
+ 0.0068617711067199706,
155
+ 0.006871692180633545,
156
+ 0.00686129093170166,
157
+ 0.006883691787719726,
158
+ 0.006836171150207519,
159
+ 0.006858090877532959,
160
+ 0.006823531150817871,
161
+ 0.00685697078704834,
162
+ 0.006849612236022949,
163
+ 0.006843851089477539,
164
+ 0.006833771228790283,
165
+ 0.0068691310882568355,
166
+ 0.00686657190322876,
167
+ 0.007101451873779297,
168
+ 0.006849451065063477,
169
+ 0.006813770771026612,
170
+ 0.00679745101928711,
171
+ 0.00685697078704834,
172
+ 0.00685233211517334,
173
+ 0.006816650867462158,
174
+ 0.006804491996765137,
175
+ 0.007198731899261474,
176
+ 0.006858891010284424,
177
+ 0.006880490779876709,
178
+ 0.0069030518531799315,
179
+ 0.00690385103225708,
180
+ 0.006847211837768555,
181
+ 0.006833930969238281,
182
+ 0.006872972011566162,
183
+ 0.006927371978759766,
184
+ 0.006916010856628418,
185
+ 0.0068932919502258305,
186
+ 0.006869931221008301,
187
+ 0.007042891979217529,
188
+ 0.006888651847839355,
189
+ 0.006858891010284424,
190
+ 0.006871372222900391,
191
+ 0.006904971122741699,
192
+ 0.00688289213180542,
193
+ 0.007086252212524414,
194
+ 0.006850410938262939,
195
+ 0.006880331993103028,
196
+ 0.006864971160888672,
197
+ 0.006898571014404297,
198
+ 0.006858252048492432,
199
+ 0.006871211051940918,
200
+ 0.0068334522247314455,
201
+ 0.007558571815490723,
202
+ 0.007512972831726074,
203
+ 0.007293131828308106,
204
+ 0.007184011936187744,
205
+ 0.0071355319023132325,
206
+ 0.0069899320602416996,
207
+ 0.007081292152404785,
208
+ 0.0068476910591125486,
209
+ 0.006843050956726074,
210
+ 0.007247211933135986,
211
+ 0.007510892868041992,
212
+ 0.007245131969451904,
213
+ 0.007198731899261474,
214
+ 0.0068670520782470705,
215
+ 0.0070611310005187986,
216
+ 0.006842892169952392,
217
+ 0.007235052108764649,
218
+ 0.007266571998596191,
219
+ 0.007248012065887452,
220
+ 0.007266571998596191,
221
+ 0.007353452205657959,
222
+ 0.007754093170166016,
223
+ 0.007672973155975342,
224
+ 0.00767313289642334,
225
+ 0.007766252994537354,
226
+ 0.007763213157653809,
227
+ 0.0076900930404663085,
228
+ 0.007717453002929688,
229
+ 0.007701932907104492,
230
+ 0.007697292804718018,
231
+ 0.007766892910003662,
232
+ 0.007701132774353027,
233
+ 0.007531851768493652,
234
+ 0.007651052951812744,
235
+ 0.0076955327987670895,
236
+ 0.007696012973785401,
237
+ 0.007686573028564453,
238
+ 0.007696173191070557,
239
+ 0.007683692932128906,
240
+ 0.007608333110809326,
241
+ 0.007438571929931641,
242
+ 0.007684652805328369,
243
+ 0.007705452919006347,
244
+ 0.007667693138122558,
245
+ 0.007700013160705566,
246
+ 0.007653613090515137,
247
+ 0.00727921199798584,
248
+ 0.007284331798553467,
249
+ 0.007243692874908447,
250
+ 0.007242891788482666,
251
+ 0.007111532211303711,
252
+ 0.007065132141113282,
253
+ 0.007088651180267334,
254
+ 0.006906731128692627,
255
+ 0.00709201192855835,
256
+ 0.0068696122169494625,
257
+ 0.006941290855407714,
258
+ 0.006901772022247315,
259
+ 0.006846731185913086,
260
+ 0.006839372158050537,
261
+ 0.006940170764923096,
262
+ 0.006876650810241699,
263
+ 0.006912971973419189,
264
+ 0.006898251056671143,
265
+ 0.006911211967468261,
266
+ 0.006896491050720215,
267
+ 0.00780577278137207,
268
+ 0.007725452899932862,
269
+ 0.007409932136535645,
270
+ 0.0072510519027709965,
271
+ 0.007255531787872314,
272
+ 0.007238573074340821,
273
+ 0.0072273721694946285,
274
+ 0.007119051933288574,
275
+ 0.007391372203826904,
276
+ 0.0072822518348693846,
277
+ 0.007218253135681152,
278
+ 0.007217452049255371,
279
+ 0.0071465721130371095,
280
+ 0.007119371891021729,
281
+ 0.007262571811676026,
282
+ 0.007275211811065674,
283
+ 0.007258891105651855,
284
+ 0.007156651973724365,
285
+ 0.007099691867828369,
286
+ 0.007244011878967285,
287
+ 0.00756337308883667,
288
+ 0.007463212966918945,
289
+ 0.007730253219604492
290
+ ],
291
+ "count": 139,
292
+ "total": 0.9958243818283087,
293
+ "mean": 0.007164204185815167,
294
+ "p50": 0.007099691867828369,
295
+ "p90": 0.007696045017242432,
296
+ "p95": 0.007718252992630005,
297
+ "p99": 0.007766649742126465,
298
+ "stdev": 0.00032153421434722313,
299
+ "stdev_": 4.488066029494913
300
  },
301
  "throughput": {
302
  "unit": "samples/s",
303
+ "value": 139.58284466262973
304
  },
305
  "energy": null,
306
  "efficiency": null