Subset (5)

kernels_labeled · 148k rows

Split (1)

train · 148k rows

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
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	16	128	16	null	flash_attn	0.01277	128	32	1.61	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	16	128	4	null	flash_attn	0.0127	128	32	1.61	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	16	128	2	null	flash_attn	0.0127	128	32	1.61	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	32	128	32	null	flash_attn	0.01389	128	64	3.18	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	32	128	8	null	flash_attn	0.01478	128	64	3.18	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	32	128	4	null	flash_attn	0.01392	128	64	3.18	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	64	128	64	null	flash_attn	0.02221	128	128	6.35	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	64	128	16	null	flash_attn	0.02192	128	128	6.35	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	128	64	128	8	null	flash_attn	0.02214	128	128	6.35	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	64	8	null	flash_attn	0.02083	128	16	856.83	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	64	2	null	flash_attn	0.02074	128	16	856.45	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	64	1	null	flash_attn	0.02077	128	16	862.46	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	128	8	null	flash_attn	0.16368	128	16	878.94	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	128	2	null	flash_attn	0.02128	128	32	1.64	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	8	128	1	null	flash_attn	0.02131	128	32	1.64	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	64	16	null	flash_attn	0.02138	128	32	1.64	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	64	4	null	flash_attn	0.25222	128	32	53.03	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	64	2	null	flash_attn	0.02874	128	128	6.41	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	128	16	null	flash_attn	0.02906	128	128	6.39	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	128	4	null	flash_attn	0.02912	128	128	6.38	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	16	128	2	null	flash_attn	0.04672	128	256	18.66	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	32	128	32	null	flash_attn	0.04621	128	256	18.48	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	32	128	8	null	flash_attn	0.04666	128	256	18.48	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	32	128	4	null	flash_attn	0.51236	128	256	92.86	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	64	128	64	null	flash_attn	0.03606	128	64	3.23	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	64	128	16	null	flash_attn	0.0361	128	64	3.23	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	256	64	128	8	null	flash_attn	0.03642	128	64	3.23	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	64	8	null	flash_attn	0.0552	128	128	6.38	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	64	2	null	flash_attn	0.05482	128	128	6.37	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	64	1	null	flash_attn	0.05498	128	128	6.38	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	128	8	null	flash_attn	0.07866	128	256	20.34	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	128	2	null	flash_attn	0.07443	128	256	20.33	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	8	128	1	null	flash_attn	0.08467	128	256	20.33	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	64	16	null	flash_attn	0.12544	128	512	50.77	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	64	4	null	flash_attn	0.12346	128	512	50.21	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	64	2	null	flash_attn	0.12682	128	512	50.79	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	128	16	null	flash_attn	0.06384	128	64	3.24	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	128	4	null	flash_attn	0.064	128	64	3.24	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	16	128	2	null	flash_attn	0.06422	128	64	3.24	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	32	128	32	null	flash_attn	0.10749	128	128	6.44	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	32	128	8	null	flash_attn	0.10816	128	128	6.46	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	32	128	4	null	flash_attn	0.10771	128	128	6.41	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	64	128	64	null	flash_attn	0.10285	128	128	7.8	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	64	128	16	null	flash_attn	0.10355	128	128	7.83	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	512	64	128	8	null	flash_attn	0.10339	128	128	7.83	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	64	8	null	flash_attn	0.14298	128	256	22.82	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	64	2	null	flash_attn	0.14627	128	256	22.89	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	64	1	null	flash_attn	0.14864	128	256	23.33	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	128	8	null	flash_attn	0.2233	128	512	64.65	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	128	2	null	flash_attn	0.23283	128	512	62.95	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	8	128	1	null	flash_attn	0.24115	128	512	64.04	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	64	16	null	flash_attn	0.39757	128	1,024	138.45	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	64	4	null	flash_attn	0.38758	128	1,024	135.15	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	64	2	null	flash_attn	0.40915	128	1,024	135.49	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	128	16	null	flash_attn	0.20746	128	128	8	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	128	4	null	flash_attn	0.20656	128	128	8.03	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	16	128	2	null	flash_attn	0.20675	128	128	8.01	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	32	128	32	null	flash_attn	0.25677	128	256	25.63	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	32	128	8	null	flash_attn	0.27379	128	256	25.79	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	32	128	4	null	flash_attn	0.26112	128	256	25.22	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	64	128	64	null	flash_attn	0.27875	128	256	32.97	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	64	128	16	null	flash_attn	0.27859	128	256	32.92	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	1,024	64	128	8	null	flash_attn	0.2551	128	256	33.14	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	64	8	null	flash_attn	0.42733	128	512	92.84	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	64	2	null	flash_attn	0.43107	128	512	92.17	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	64	1	null	flash_attn	0.43306	128	512	93.21	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	128	8	null	flash_attn	0.75245	128	1,024	200.41	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	128	2	null	flash_attn	0.77114	128	1,024	192.34	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	8	128	1	null	flash_attn	0.75149	128	1,024	189.62	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	64	16	null	flash_attn	0.00141	128	2,048	384.07	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	64	4	null	flash_attn	0.00143	128	2,048	381.13	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	64	2	null	flash_attn	0.00142	128	2,048	382.56	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	128	16	null	flash_attn	0.51299	128	256	39.8	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	128	4	null	flash_attn	0.53613	128	256	39.88	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	16	128	2	null	flash_attn	0.53581	128	256	39.9	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	32	128	32	null	flash_attn	0.88317	128	512	140.82	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	32	128	8	null	flash_attn	0.86019	128	512	140.43	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	32	128	4	null	flash_attn	0.81162	128	512	144.99	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	64	128	64	null	flash_attn	0.84387	128	512	117.28	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	64	128	16	null	flash_attn	0.82653	128	512	118.58	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<64, 128, 128, 4, 0, 0, bfloat16_t, Flash_kernel_traits<64, 128, 128, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	2,048	64	128	8	null	flash_attn	0.87014	128	512	119.07	255
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	64	8	null	flash_attn	0.00149	128	1,024	310.37	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	64	2	null	flash_attn	0.00149	128	1,024	304.23	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	64	1	null	flash_attn	0.00146	128	1,024	303.67	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	128	8	null	flash_attn	0.00275	128	2,048	635.85	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	128	2	null	flash_attn	0.0028	128	2,048	638.32	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	8	128	1	null	flash_attn	0.00278	128	2,048	623.29	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	16	64	16	null	flash_attn	0.00531	128	4,096	1.27	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	16	64	4	null	flash_attn	0.00531	128	4,096	1.3	184
flash_sweep	RTX3090	flash_sweep	flash_attn	void flash_fwd_kernel<Flash_fwd_kernel_traits<128, 64, 64, 4, 0, 0, bfloat16_t, Flash_kernel_traits<128, 64, 64, 4, bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(Flash_fwd_params)	bf16	false	null	null	null	1	4,096	16	64	2	null	flash_attn	0.00533	128	4,096	1.3	184
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	void cutlass::Kernel2<cutlass_80_simt_sgemm_128x32_8x5_nn_align1>(T1::Params)	bf16	false	128	4,096	4,096	1	128	null	null	null	null	q_proj	0.00515	128	2	30,980	80
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_2x1_v_bz_TNT	bf16	false	128	1,024	4,096	1	128	null	null	null	null	k_proj	0.01728	384	128	34,730,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT	bf16	false	128	1,024	4,096	1	128	null	null	null	null	v_proj	0.01085	384	64	9,450,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT	bf16	false	128	1,024	4,096	1	128	null	null	null	null	k_proj	0.00976	384	64	9,450,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_2x1_v_bz_TNT	bf16	false	128	4,096	4,096	1	128	null	null	null	null	o_proj	0.01667	384	128	34,670,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_112x128_64x7_2x1_v_bz_TNN	bf16	false	128	14,336	4,096	1	128	null	null	null	null	gate	0.04525	384	128	118,570,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_112x128_64x7_2x1_v_bz_TNN	bf16	false	128	14,336	4,096	1	128	null	null	null	null	up	0.04515	384	128	118,670,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_96x128_64x7_2x1_v_bz_splitK_TNN	bf16	false	128	4,096	14,336	1	128	null	null	null	null	down_proj	0.04675	384	132	121,170,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_2x1_v_bz_TNT	bf16	false	128	4,096	4,096	1	128	null	null	null	null	q_proj	0.01683	384	128	34,650,000	168
Llama-3.1-8B-Instruct_prefill	H100	Llama-8B	gemm	nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT	bf16	false	128	1,024	4,096	1	128	null	null	null	null	k_proj	0.01037	384	64	9,450,000	168

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