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
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
void gemmk1_kernel<int, float, 256, 5, 0, 0, 0, 0, cublasGemvTensorStridedBatched<const float>, cublasGemvTensorStridedBatched<const float>, cublasGemvTensorStridedBatched<float>, float, 0>(cublasGemmk1Params<T2, T9, T10, T11, T12, biasType<T11::value_type, T12>::type>)
bf16
true
null
null
null
1
128
null
null
null
null
gemv
0.00458
256
8
6,910
20
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13526
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02554
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02528
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13965
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58064
256
112
475,470,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.59558
256
112
475,510,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.38464
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13949
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.0256
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02534
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.14077
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58614
256
112
475,850,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.58227
256
112
476,440,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.3881
256
96
477,150,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13898
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02554
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02518
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13338
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.60003
256
112
475,280,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.59392
256
112
474,630,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.38301
256
96
477,190,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.14259
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.0256
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02528
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13763
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.59203
256
112
474,990,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.5912
256
112
475,320,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.38675
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13395
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02509
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02525
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13795
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58624
256
112
475,870,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.59174
256
112
475,710,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.38342
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13373
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02579
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02509
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.1384
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58982
256
112
475,880,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.58886
256
112
475,790,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.37894
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13363
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02573
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02525
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13872
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58163
256
112
475,630,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.58531
256
112
475,660,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.38106
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.13936
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
k_proj
0.02506
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
1,024
8,192
1
128
null
null
null
null
v_proj
0.02522
128
72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
o_proj
0.13869
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
gate
0.58349
256
112
476,720,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
28,672
8,192
1
128
null
null
null
null
up
0.59296
256
112
475,500,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
28,672
1
128
null
null
null
null
down_proj
0.388
256
96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn
bf16
true
128
8,192
8,192
1
128
null
null
null
null
q_proj
0.14176
256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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Llama-3.1-70B-Instruct_prefill
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Llama-70B
gemm
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246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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112
475,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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112
475,840,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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28,672
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128
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96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
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112
475,900,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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28,672
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128
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112
475,640,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
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96
477,140,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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112
475,640,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
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112
475,360,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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8,192
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1
128
null
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96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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256
96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
null
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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128
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v_proj
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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1
128
null
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o_proj
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96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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28,672
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128
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112
476,280,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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28,672
8,192
1
128
null
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112
475,470,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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8,192
28,672
1
128
null
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96
477,130,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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1,024
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1
128
null
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k_proj
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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1,024
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1
128
null
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v_proj
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72
18,900,000
246
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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128
8,192
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1
128
null
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o_proj
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96
136,340,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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28,672
8,192
1
128
null
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gate
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256
112
475,870,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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128
28,672
8,192
1
128
null
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up
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256
112
475,040,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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128
8,192
28,672
1
128
null
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down_proj
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256
96
477,140,000
238
Llama-3.1-70B-Instruct_prefill
A100
Llama-70B
gemm
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bf16
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128
8,192
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1
128
null
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q_proj
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96
136,350,000
238