source stringclasses 13
values | gpu stringclasses 4
values | model stringclasses 13
values | kernel_family stringclasses 7
values | kernel_name stringclasses 328
values | dtype stringclasses 2
values | held_out bool 2
classes | M float64 1 16.4k ⌀ | N float64 8 248k ⌀ | K float64 2.05k 29.6k ⌀ | bs float64 1 1 ⌀ | seq float64 1 16.4k ⌀ | n_heads float64 8 64 ⌀ | head_dim float64 64 256 ⌀ | kv_heads float64 1 64 ⌀ | numel float64 64 531M ⌀ | op_type stringclasses 177
values | gpu_time_duration_ms float64 0 703 | launch_block_size float64 16 512 | launch_grid_size float64 1 1.04M | dram_bytes_sum float64 1.27 94.3B ⌀ | launch_registers_per_thread float64 16 255 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 512 | 12,288 | null | 1 | 512 | null | null | null | 6,291,456 | softmax | 0.09904 | 128 | 24,576 | 72,380,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 512 | 16,384 | null | 1 | 512 | null | null | null | 8,388,608 | softmax | 0.13085 | 128 | 32,768 | 97,560,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 4,096 | null | 1 | 1,024 | null | null | null | 4,194,304 | softmax | 0.13085 | 128 | 32,768 | 97,560,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 5,120 | null | 1 | 1,024 | null | null | null | 5,242,880 | softmax | 0.16282 | 128 | 40,960 | 122,730,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 6,144 | null | 1 | 1,024 | null | null | null | 6,291,456 | softmax | 0.16246 | 128 | 40,960 | 122,730,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 8,192 | null | 1 | 1,024 | null | null | null | 8,388,608 | softmax | 0.1952 | 128 | 49,152 | 147,900,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 10,240 | null | 1 | 1,024 | null | null | null | 10,485,760 | softmax | 0.19507 | 128 | 49,152 | 147,890,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 12,288 | null | 1 | 1,024 | null | null | null | 12,582,912 | softmax | 0.25814 | 128 | 65,536 | 198,240,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 1,024 | 16,384 | null | 1 | 1,024 | null | null | null | 16,777,216 | softmax | 0.25818 | 128 | 65,536 | 198,250,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 4,096 | null | 1 | 2,048 | null | null | null | 8,388,608 | softmax | 0.13094 | 128 | 32,768 | 97,590,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 5,120 | null | 1 | 2,048 | null | null | null | 10,485,760 | softmax | 0.13088 | 128 | 32,768 | 97,560,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 6,144 | null | 1 | 2,048 | null | null | null | 12,582,912 | softmax | 0.16275 | 128 | 40,960 | 122,730,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 8,192 | null | 1 | 2,048 | null | null | null | 16,777,216 | softmax | 0.16243 | 128 | 40,960 | 122,730,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 10,240 | null | 1 | 2,048 | null | null | null | 20,971,520 | softmax | 0.19475 | 128 | 49,152 | 147,890,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 12,288 | null | 1 | 2,048 | null | null | null | 25,165,824 | softmax | 0.19478 | 128 | 49,152 | 147,900,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 2,048 | 16,384 | null | 1 | 2,048 | null | null | null | 33,554,432 | softmax | 0.25782 | 128 | 65,536 | 198,230,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 4,096 | null | 1 | 4,096 | null | null | null | 16,777,216 | softmax | 0.25776 | 128 | 65,536 | 198,230,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 5,120 | null | 1 | 4,096 | null | null | null | 20,971,520 | softmax | 0.32227 | 128 | 81,920 | 248,560,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 6,144 | null | 1 | 4,096 | null | null | null | 25,165,824 | softmax | 0.3217 | 128 | 81,920 | 248,560,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 8,192 | null | 1 | 4,096 | null | null | null | 33,554,432 | softmax | 0.38701 | 128 | 98,304 | 298,910,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 10,240 | null | 1 | 4,096 | null | null | null | 41,943,040 | softmax | 0.38611 | 128 | 98,304 | 298,920,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 12,288 | null | 1 | 4,096 | null | null | null | 50,331,648 | softmax | 0.51315 | 128 | 131,072 | 399,580,000 | 32 |
misc_sweep | RTX3090 | misc_sweep | reduce | void unrolled_elementwise_kernel<direct_copy_kernel_cuda(TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::... | bf16 | false | 4,096 | 16,384 | null | 1 | 4,096 | null | null | null | 67,108,864 | softmax | 0.51315 | 128 | 131,072 | 399,610,000 | 32 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03635 | 128 | 64 | 35,780,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0328 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0329 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03251 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03222 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03254 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03245 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.03238 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0321 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0327 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.0329 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03286 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03245 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03222 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03283 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03299 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03258 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03261 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03293 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.03286 | 128 | 64 | 33,580,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04301 | 128 | 96 | 50,400,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04269 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04266 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04262 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04227 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.0425 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04221 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04198 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.0425 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.04266 | 128 | 96 | 50,390,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04237 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04221 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04224 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04256 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04259 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04256 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04221 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04298 | 128 | 96 | 50,390,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04246 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.04253 | 128 | 96 | 50,380,000 | 97 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.10016 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09926 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09987 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09882 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09869 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09869 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.0991 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.0991 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09875 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.09891 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09878 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09907 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09894 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09923 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09885 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09898 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09885 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09917 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09875 | 128 | 336 | 117,520,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.09917 | 128 | 336 | 117,530,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09523 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09488 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09574 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09546 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09558 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.0951 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09542 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09526 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09482 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.09453 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09494 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09466 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09434 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09491 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09434 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09443 | 128 | 64 | 117,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.09542 | 128 | 64 | 117,490,000 | 146 |
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