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_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04893 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04886 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04867 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03248 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03251 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03261 | 128 | 64 | 34,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03242 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03251 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03258 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03306 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.0327 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03248 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 128,256 | 8,192 | 1 | 768 | null | null | null | null | llama_lm_head_d8k | 0.03258 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03312 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03261 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.0328 | 128 | 64 | 34,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03248 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03238 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03261 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03283 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.0328 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03245 | 128 | 64 | 34,100,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 29,568 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_ffn_gate_up | 0.03283 | 128 | 64 | 34,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04419 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04413 | 128 | 96 | 50,880,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04438 | 128 | 96 | 50,880,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04496 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04522 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04461 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04467 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04467 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04406 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.04486 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04435 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04422 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04451 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04483 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04422 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04451 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04499 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04464 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.044 | 128 | 96 | 50,880,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.04506 | 128 | 96 | 50,870,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01338 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01334 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01376 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01344 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01354 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.01344 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01344 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.0136 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01331 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01325 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01334 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01338 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01357 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01341 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_32x6_tn | bf16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.01331 | 128 | 64 | 8,930,000 | 142 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09949 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09952 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09846 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09888 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09933 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.10013 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09933 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09869 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09878 | 128 | 56 | 118,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.09894 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09792 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09821 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09878 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09917 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09923 | 128 | 56 | 118,010,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09763 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09773 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09645 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09805 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.09901 | 128 | 56 | 117,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09347 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09306 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09302 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09306 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09443 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.0927 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09386 | 128 | 96 | 119,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09293 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09315 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.09312 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09296 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.0929 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09357 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09293 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09283 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09389 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09363 | 128 | 96 | 119,300,000 | 158 |
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