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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 1,024 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_kv | 0.58429 | 256 | 116 | 494,410,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 1,024 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_kv | 0.5871 | 256 | 116 | 493,240,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 1,024 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_kv | 0.58506 | 256 | 116 | 494,800,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.41078 | 256 | 96 | 492,050,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40874 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.41126 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40909 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40938 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.41158 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40915 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40867 | 256 | 96 | 492,050,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.40944 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 14,336 | 4,096 | 1 | 3,072 | null | null | null | null | llama8b_ffn_gate_up | 0.41094 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.40941 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.40928 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.40806 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.40915 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.41475 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.41014 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.40576 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.4087 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.41152 | 256 | 96 | 492,050,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 4,096 | 14,336 | 1 | 3,072 | null | null | null | null | llama8b_ffn_down | 0.41046 | 256 | 96 | 492,040,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.99 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,550,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 4,096 | 1 | 3,072 | null | null | null | null | llama_lm_head_d4k | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.98 | 256 | 594 | 2,550,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.98 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_q_or_o | 1.97 | 256 | 594 | 2,540,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.0177 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.0176 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.01754 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.0176 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.01776 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.01763 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.01763 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.01763 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.0177 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 10,240 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_qkv_fused | 0.0175 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01754 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.0176 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01782 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01754 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01757 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.0177 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01754 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01766 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01795 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 3,072 | 1,024 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_kv | 0.01795 | 128 | 64 | 8,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.0615 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06102 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06195 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06182 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06154 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06192 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06186 | 128 | 80 | 53,780,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06003 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06173 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 28,672 | 8,192 | 1 | 3,072 | null | null | null | null | llama70b_ffn_gate_up | 0.06205 | 128 | 80 | 53,770,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06138 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06106 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06163 | 128 | 80 | 53,780,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06141 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06198 | 128 | 80 | 53,770,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06138 | 128 | 80 | 53,770,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06211 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06026 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06115 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 8,192 | 28,672 | 1 | 3,072 | null | null | null | null | llama70b_ffn_down | 0.06096 | 128 | 80 | 53,760,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07187 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07206 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07168 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07171 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07171 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07171 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07187 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07181 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07181 | 128 | 64 | 35,700,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 128,256 | 8,192 | 1 | 3,072 | null | null | null | null | llama_lm_head_d8k | 0.07178 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07174 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.0719 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07181 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07197 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07178 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07178 | 128 | 64 | 35,680,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 3,072 | 29,568 | 8,192 | 1 | 3,072 | null | null | null | null | qwen72b_ffn_gate_up | 0.07168 | 128 | 64 | 35,680,000 | 246 |
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