Datasets:
GPUMODE
/
backendbench_tests

Dataset card Data Studio Files
xet
Community
6
operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten._softmax_backward_data.default
HuggingFace/DebertaForMaskedLM
((T([4, 12, 512, 512], f16), T([4, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/DebertaForQuestionAnswering
((T([4, 12, 512, 512], f16), T([4, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_Bert
((T([4, 12, 512, 512], f16), T([4, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_GPT2
((T([4, 12, 512, 512], f16), T([4, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/XLNetLMHeadModel
((T([4, 16, 512, 512], f16), T([4, 16, 512, 512], f16), 3, f16), {})
aten._softmax_backward_data.default
TIMM/swin_base_patch4_window7_224
((T([4096, 4, 49, 49], f16), T([4096, 4, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/OPTForCausalLM
((T([48, 128, 128], f32), T([48, 128, 128], f32), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_Bart
((T([48, 512, 512], f16), T([48, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/botnet26t_256
((T([512, 256, 256], f16), T([512, 256, 256], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/eca_botnext26ts_256
((T([512, 256, 256], f16), T([512, 256, 256], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/botnet26t_256
((T([512, 64, 64], f16), T([512, 64, 64], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/eca_botnext26ts_256
((T([512, 64, 64], f16), T([512, 64, 64], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/fastNLP_Bert
((T([6, 12, 476, 476], f16), T([6, 12, 476, 476], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BartForCausalLM
((T([64, 1024, 1024], f16), T([64, 1024, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/volo_d1_224
((T([64, 12, 1, 197], f16), T([64, 12, 1, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BertForMaskedLM
((T([64, 12, 128, 128], f16), T([64, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BertForQuestionAnswering
((T([64, 12, 128, 128], f16), T([64, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/RobertaForQuestionAnswering
((T([64, 12, 128, 128], f16), T([64, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/volo_d1_224
((T([64, 12, 196, 196], f16), T([64, 12, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/beit_base_patch16_224
((T([64, 12, 197, 197], f16), T([64, 12, 197, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/vit_base_patch16_224
((T([64, 12, 197, 197], f16), T([64, 12, 197, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/deit_base_distilled_patch16_224
((T([64, 12, 198, 198], f16), T([64, 12, 198, 198], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/PegasusForConditionalGeneration
((T([64, 128, 128], f16), T([64, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/jx_nest_base
((T([64, 16, 1, 196, 196], f16), T([64, 16, 1, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/pit_b_224
((T([64, 16, 65, 65], f16), T([64, 16, 65, 65], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/swin_base_patch4_window7_224
((T([64, 32, 49, 49], f16), T([64, 32, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/crossvit_9_240
((T([64, 4, 1, 197], f16), T([64, 4, 1, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/crossvit_9_240
((T([64, 4, 1, 401], f16), T([64, 4, 1, 401], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/jx_nest_base
((T([64, 4, 16, 196, 196], f16), T([64, 4, 16, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/crossvit_9_240
((T([64, 4, 197, 197], f16), T([64, 4, 197, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/crossvit_9_240
((T([64, 4, 401, 401], f16), T([64, 4, 401, 401], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/ElectraForQuestionAnswering
((T([64, 4, 512, 512], f16), T([64, 4, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/pit_b_224
((T([64, 4, 962, 962], f16), T([64, 4, 962, 962], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/volo_d1_224
((T([64, 6, 196, 9, 9], f16), T([64, 6, 196, 9, 9], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/tnt_s_patch16_224
((T([64, 6, 197, 197], f16), T([64, 6, 197, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/pit_b_224
((T([64, 8, 257, 257], f16), T([64, 8, 257, 257], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/jx_nest_base
((T([64, 8, 4, 196, 196], f16), T([64, 8, 4, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_Albert
((T([8, 12, 512, 512], f16), T([8, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_DistilBert
((T([8, 12, 512, 512], f16), T([8, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MegatronBertForQuestionAnswering
((T([8, 16, 128, 128], f16), T([8, 16, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/timm_vision_transformer
((T([8, 6, 197, 197], f16), T([8, 6, 197, 197], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/speech_transformer
((T([80, 204, 204], f16), T([80, 204, 204], f16), 2, f16), {})
aten._softmax_backward_data.default
TorchBench/speech_transformer
((T([80, 22, 204], f16), T([80, 22, 204], f16), 2, f16), {})
aten._softmax_backward_data.default
TorchBench/speech_transformer
((T([80, 22, 22], f16), T([80, 22, 22], f16), 2, f16), {})
aten._softmax_backward_data.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 128, 128], f16), T([96, 128, 128], f16), -1, f16), {})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54687], i64), T([54687, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54692], i64), T([54692, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54697], i64), T([54697, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54701], i64), T([54701, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54704], i64), T([54704, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54705], i64), T([54705, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54707], i64), T([54707, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54710], i64), T([54710, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54711], i64), T([54711, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54712], i64), T([54712, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54713], i64), T([54713, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54714], i64), T([54714, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54715], i64), T([54715, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54716], i64), T([54716, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54717], i64), T([54717, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54718], i64), T([54718, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54719], i64), T([54719, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54722], i64), T([54722, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54723], i64), T([54723, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54725], i64), T([54725, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54727], i64), T([54727, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54729], i64), T([54729, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54730], i64), T([54730, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54731], i64), T([54731, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54732], i64), T([54732, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54733], i64), T([54733, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54734], i64), T([54734, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54735], i64), T([54735, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54736], i64), T([54736, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54737], i64), T([54737, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54738], i64), T([54738, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54739], i64), T([54739, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54740], i64), T([54740, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54741], i64), T([54741, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54742], i64), T([54742, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54743], i64), T([54743, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54744], i64), T([54744, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54745], i64), T([54745, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54746], i64), T([54746, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54747], i64), T([54747, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54748], i64), T([54748, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54749], i64), T([54749, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54750], i64), T([54750, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54751], i64), T([54751, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54753], i64), T([54753, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54754], i64), T([54754, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54756], i64), T([54756, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54757], i64), T([54757, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54758], i64), T([54758, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54759], i64), T([54759, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54760], i64), T([54760, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54761], i64), T([54761, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54762], i64), T([54762, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54763], i64), T([54763, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})
aten._sparse_coo_tensor_with_dims_and_tensors.default
TorchBench/fambench_dlrm
((1, 1, [965, 192], T([1, 54764], i64), T([54764, 192], f16)), {'dtype': f16, 'layout': torch.sparse_coo, 'device': 'cuda', 'pin_memory': None})