problem
stringclasses
191 values
mutant_id
stringlengths
11
61
rule
stringclasses
86 values
family
stringclasses
6 values
site
stringlengths
3
48
⌀
cls
stringclasses
3 values
killed_by_official
bool
2 classes
witness
stringclasses
168 values
conv_transposed_3d_square_in
conv_transposed_3d_square_in:mul2plus:0
mul2plus
arithmetic
input_channel * 64
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:mul2plus:1
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:mul2plus:2
mul2plus
arithmetic
batch * 32
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:mul2plus:3
mul2plus
arithmetic
x[input_index] * weight
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:output-position-height-first:0
output-position-height-first
indexing
position % output_width
high_value
false
T1_signed
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:0
plus2minus
arithmetic
64 + output_channel
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:1
plus2minus
arithmetic
3 + kernel_z
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:10
plus2minus
arithmetic
input_width + input_x
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:2
plus2minus
arithmetic
5 + kernel_y
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:3
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:7
plus2minus
arithmetic
32 + input_channel
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:8
plus2minus
arithmetic
input_depth + input_z
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:plus2minus:9
plus2minus
arithmetic
input_height + input_y
killed_by_T0
true
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:return-guard-drop:0
return-guard-drop
boundary
if (output_index >= output_count) return;
no_witness
false
null
conv_transposed_3d_square_in
conv_transposed_3d_square_in:store-fp16:0
store-fp16
precision
out[output_index] = accumulator;
no_witness
false
T5_positive_fp16_overflow_spike
conv_transposed_3d_square_in
conv_transposed_3d_square_in:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
crossentropy
crossentropy:acc-fp16:1098
acc-fp16
precision
local_sum
no_witness
false
null
crossentropy
crossentropy:acc-minus:0
acc-minus
semantic
local_sum +=
killed_by_T0
true
null
crossentropy
crossentropy:acc-overwrite:0
acc-overwrite
semantic
local_sum +=
killed_by_T0
true
null
crossentropy
crossentropy:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
crossentropy
crossentropy:ceil2floor-lit:0
ceil2floor-lit
boundary
(num_classes + 255) / 256
high_value
false
T2_misaligned
crossentropy
crossentropy:const0to1:0
const0to1
semantic
= 0.0f;
high_value
false
T1_signed
crossentropy
crossentropy:expf-fast:0
expf-fast
precision
expf(
no_witness
false
null
crossentropy
crossentropy:fmax2fmin:0
fmax2fmin
semantic
fmaxf(
killed_by_T0
true
null
crossentropy
crossentropy:fmax2fmin:1
fmax2fmin
semantic
fmaxf(
high_value
false
T3_positive_spikes
crossentropy
crossentropy:ge2gt:0
ge2gt
boundary
row >= batch_size)
no_witness
false
null
crossentropy
crossentropy:guard-drop-if:0
guard-drop-if
boundary
if (c < num_classes)
no_witness
false
T5_guard_cross_row_spike
crossentropy
crossentropy:guard-drop-if:1
guard-drop-if
boundary
if (tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:guard-drop-if:2
guard-drop-if
boundary
if (c < num_classes)
high_value
false
T1_signed
crossentropy
crossentropy:guard-drop-if:3
guard-drop-if
boundary
if (tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:last-row-reduction-skip:0
last-row-reduction-skip
boundary
for (int it = 0; it < iters; it++)
no_witness
false
T6_lane_alternating
crossentropy
crossentropy:last-row-reduction-skip:1
last-row-reduction-skip
boundary
for (int it = 0; it < iters; it++)
high_value
false
T2_misaligned
crossentropy
crossentropy:loop-bound-minus1:0
loop-bound-minus1
boundary
; it < iters; it++
no_witness
false
T6_lane_alternating
crossentropy
crossentropy:loop-bound-minus1:1
loop-bound-minus1
boundary
; it < iters; it++
high_value
false
T2_misaligned
crossentropy
crossentropy:loop-start-1:0
loop-start-1
boundary
for (int it = 0;
high_value
false
T3_positive_spikes
crossentropy
crossentropy:loop-start-1:1
loop-start-1
boundary
for (int it = 0;
high_value
false
T1_signed
crossentropy
crossentropy:lt2gt:0
lt2gt
boundary
c < num_classes)
killed_by_T0
true
null
crossentropy
crossentropy:lt2gt:1
lt2gt
boundary
tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:lt2gt:2
lt2gt
boundary
c < num_classes)
killed_by_T0
true
null
crossentropy
crossentropy:lt2gt:3
lt2gt
boundary
tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:lt2le:0
lt2le
boundary
c < num_classes)
no_witness
false
T5_guard_cross_row_spike
crossentropy
crossentropy:lt2le:1
lt2le
boundary
tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:lt2le:2
lt2le
boundary
c < num_classes)
no_witness
false
T5_guard_cross_row_spike
crossentropy
crossentropy:lt2le:3
lt2le
boundary
tid < s)
killed_by_T0
true
null
crossentropy
crossentropy:minus2plus:0
minus2plus
arithmetic
logits[c] - row_max
killed_by_T0
true
null
crossentropy
crossentropy:minus2plus:1
minus2plus
arithmetic
row_max - logits[target]
killed_by_T0
true
null
crossentropy
crossentropy:mul2div:0
mul2div
arithmetic
it * 256
no_witness
false
null
crossentropy
crossentropy:mul2div:1
mul2div
arithmetic
it * 256
high_value
false
T1_signed
crossentropy
crossentropy:mul2plus:0
mul2plus
arithmetic
it * 256
high_value
false
T3_positive_spikes
crossentropy
crossentropy:mul2plus:1
mul2plus
arithmetic
it * 256
high_value
false
T1_signed
crossentropy
crossentropy:plus2minus:0
plus2minus
arithmetic
predictions + row
killed_by_T0
true
null
crossentropy
crossentropy:plus2minus:1
plus2minus
arithmetic
num_classes + 255
high_value
false
T1_signed
crossentropy
crossentropy:plus2minus:2
plus2minus
arithmetic
256 + tid
killed_by_T0
true
null
crossentropy
crossentropy:plus2minus:3
plus2minus
arithmetic
sdata[tid + s]
killed_by_T0
true
null
crossentropy
crossentropy:plus2minus:4
plus2minus
arithmetic
256 + tid
killed_by_T0
true
null
crossentropy
crossentropy:plus2minus:5
plus2minus
arithmetic
sdata[tid] + sdata[tid
killed_by_T0
true
null
crossentropy
crossentropy:reduce-fmax-tie-order:0
reduce-fmax-tie-order
semantic
local_max = fmaxf(local_max, logits[c]);
no_witness
false
null
crossentropy
crossentropy:reduce-shift2:0
reduce-shift2
boundary
>>= 1)
no_witness
false
null
crossentropy
crossentropy:reduce-shift2:1
reduce-shift2
boundary
>>= 1)
killed_by_T0
true
null
crossentropy
crossentropy:reduction-barrier-move-before-store:0
reduction-barrier-move-before-store
sync
sdata[tid] = local_max; __syncthreads();
no_witness
false
T2_misaligned
crossentropy
crossentropy:reduction-barrier-move-before-store:1
reduction-barrier-move-before-store
sync
sdata[tid] = local_sum; __syncthreads();
killed_by_T0
true
null
crossentropy
crossentropy:reduction-partner-half-offset:0
reduction-partner-half-offset
indexing
sdata[tid + s]
no_witness
false
T7_fp16_overflow_loss
crossentropy
crossentropy:reduction-partner-half-offset:1
reduction-partner-half-offset
indexing
sdata[tid + s]
no_witness
false
T4_tail_target_spike
crossentropy
crossentropy:return-guard-drop:0
return-guard-drop
boundary
if (row >= batch_size) return;
no_witness
false
null
crossentropy
crossentropy:sentinel-zero:0
sentinel-zero
semantic
-CUDART_INF_F
no_witness
false
null
crossentropy
crossentropy:smem-index-off1:0
smem-index-off1
indexing
[tid + s]
killed_by_T0
true
null
crossentropy
crossentropy:smem-index-off1:1
smem-index-off1
indexing
[tid + s]
killed_by_T0
true
null
crossentropy
crossentropy:softmax-max-subtraction-remove:0
softmax-max-subtraction-remove
precision
expf(logits[c] - row_max)
killed_by_T0
true
null
crossentropy
crossentropy:store-fp16:0
store-fp16
precision
sdata[tid] = local_max;
no_witness
false
T7_fp16_overflow_loss
crossentropy
crossentropy:store-fp16:1
store-fp16
precision
sdata[tid] = fmaxf(sdata[tid], sdata[tid + s]);
no_witness
false
T7_fp16_overflow_loss
crossentropy
crossentropy:store-fp16:2
store-fp16
precision
sdata[tid] = local_sum;
no_witness
false
null
crossentropy
crossentropy:store-fp16:3
store-fp16
precision
sdata[tid] = sdata[tid] + sdata[tid + s];
no_witness
false
null
crossentropy
crossentropy:sync-remove:0
sync-remove
sync
__syncthreads();
no_witness
false
T2_misaligned
crossentropy
crossentropy:sync-remove:1
sync-remove
sync
__syncthreads();
high_value
false
T1_signed
crossentropy
crossentropy:sync-remove:2
sync-remove
sync
__syncthreads();
no_witness
false
null
crossentropy
crossentropy:sync-remove:3
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
crossentropy
crossentropy:sync-remove:4
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
crossentropy
crossentropy:sync2syncwarp:0
sync2syncwarp
sync
__syncthreads();
no_witness
false
T6_lane_alternating
crossentropy
crossentropy:sync2syncwarp:1
sync2syncwarp
sync
__syncthreads();
high_value
false
T1_signed
crossentropy
crossentropy:sync2syncwarp:2
sync2syncwarp
sync
__syncthreads();
no_witness
false
null
crossentropy
crossentropy:sync2syncwarp:3
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
crossentropy
crossentropy:sync2syncwarp:4
sync2syncwarp
sync
__syncthreads();
killed_by_T0
true
null
crossentropy
crossentropy:tail-guard-tighten:0
tail-guard-tighten
boundary
if (c < num_classes) {
no_witness
false
null
crossentropy
crossentropy:tail-guard-tighten:1
tail-guard-tighten
boundary
if (tid < s) {
no_witness
false
null
crossentropy
crossentropy:tail-guard-tighten:2
tail-guard-tighten
boundary
if (c < num_classes) {
no_witness
false
T4_tail_target_spike
crossentropy
crossentropy:tail-guard-tighten:3
tail-guard-tighten
boundary
if (tid < s) {
killed_by_T0
true
null
crossentropy
crossentropy:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
cumprod
cumprod:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
cumprod
cumprod:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
cumprod
cumprod:ge2gt:0
ge2gt
boundary
row >= rows)
no_witness
false
null
cumprod
cumprod:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
cumprod
cumprod:loop-bound-minus1:0
loop-bound-minus1
boundary
; column < columns; column++
high_value
false
T1_signed
cumprod
cumprod:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
cumprod
cumprod:mul2div:1
mul2div
arithmetic
row * columns
killed_by_T0
true
null
cumprod
cumprod:mul2div:2
mul2div
arithmetic
running_product * x[index]
killed_by_T0
true
null
cumprod
cumprod:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
cumprod
cumprod:mul2plus:1
mul2plus
arithmetic
row * columns
killed_by_T0
true
null
cumprod
cumprod:mul2plus:2
mul2plus
arithmetic
running_product * x[index]
killed_by_T0
true
null
cumprod
cumprod:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
cumprod
cumprod:plus2minus:1
plus2minus
arithmetic
row_start + column
killed_by_T0
true
null