417 lines
10 KiB
Plaintext
417 lines
10 KiB
Plaintext
Options:
|
|
Input size: N = 8, C = 8, H = 8, W = 8
|
|
Output size: N = 8, K = 8, OH = 6, OW = 6
|
|
Filter size: K = 8, C = 8, R = 3, S = 3
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.004268 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 0.077737 GFLOPS
|
|
Options:
|
|
Input size: N = 8, C = 8, H = 8, W = 8
|
|
Output size: N = 8, K = 8, OH = 6, OW = 6
|
|
Filter size: K = 8, C = 8, R = 3, S = 3
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.006740 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 0.049224 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 129, OW = 129
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.441931 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 33.314910 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 129, OW = 129
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.322354 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 45.673077 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 131, OW = 131
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.448350 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 33.864071 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 131, OW = 131
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.334247 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 45.424372 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 129, OW = 129
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.421059 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 34.966328 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 129, OW = 129
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.324795 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 45.329797 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 3, OW = 3
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.004325 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 1.841005 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 3, H = 256, W = 256
|
|
Output size: N = 3, K = 3, OH = 3, OW = 3
|
|
Filter size: K = 3, C = 3, R = 128, S = 128
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.006814 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 1.168568 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 1, OW = 1
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.019717 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.807216 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 1, OW = 1
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.012730 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 10.543516 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 3, OW = 3
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.078063 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 15.474208 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 3, OW = 3
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.038625 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 31.274032 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 1, OW = 1
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.019434 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.906345 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 1, OW = 1
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.013126 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 10.225414 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 0, OW = 0
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.003919 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 0.000000 GFLOPS
|
|
Options:
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
|
Output size: N = 128, K = 64, OH = 0, OW = 0
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.006539 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 0.000000 GFLOPS
|
|
Options:
|
|
Input size: N = 5, C = 4, H = 64, W = 64
|
|
Output size: N = 5, K = 4, OH = 49, OW = 49
|
|
Filter size: K = 4, C = 4, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.015766 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.237825 GFLOPS
|
|
Options:
|
|
Input size: N = 5, C = 4, H = 64, W = 64
|
|
Output size: N = 5, K = 4, OH = 49, OW = 49
|
|
Filter size: K = 4, C = 4, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.013934 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 7.057844 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 5, H = 64, W = 64
|
|
Output size: N = 4, K = 4, OH = 49, OW = 49
|
|
Filter size: K = 4, C = 5, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.015947 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.167040 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 5, H = 64, W = 64
|
|
Output size: N = 4, K = 4, OH = 49, OW = 49
|
|
Filter size: K = 4, C = 5, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.011601 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 8.477304 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 127, W = 67
|
|
Output size: N = 4, K = 4, OH = 112, OW = 52
|
|
Filter size: K = 4, C = 2, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.015373 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.207017 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 127, W = 67
|
|
Output size: N = 4, K = 4, OH = 112, OW = 52
|
|
Filter size: K = 4, C = 2, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.011795 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 8.089874 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
|
Output size: N = 4, K = 7, OH = 49, OW = 49
|
|
Filter size: K = 7, C = 2, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.013189 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 5.219582 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
|
Output size: N = 4, K = 7, OH = 49, OW = 49
|
|
Filter size: K = 7, C = 2, R = 16, S = 16
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.012663 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 5.436373 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
|
Output size: N = 4, K = 7, OH = 52, OW = 44
|
|
Filter size: K = 7, C = 2, R = 13, S = 21
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.013058 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 5.357397 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
|
Output size: N = 4, K = 7, OH = 52, OW = 44
|
|
Filter size: K = 7, C = 2, R = 13, S = 21
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.014612 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 4.787714 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 7, H = 63, W = 121
|
|
Output size: N = 3, K = 7, OH = 13, OW = 44
|
|
Filter size: K = 7, C = 7, R = 19, S = 28
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.013836 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 6.466174 GFLOPS
|
|
Options:
|
|
Input size: N = 3, C = 7, H = 63, W = 121
|
|
Output size: N = 3, K = 7, OH = 13, OW = 44
|
|
Filter size: K = 7, C = 7, R = 19, S = 28
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.012678 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 7.056661 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 3, H = 131, W = 67
|
|
Output size: N = 4, K = 12, OH = 24, OW = 8
|
|
Filter size: K = 12, C = 3, R = 21, S = 37
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.008652 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 4.965919 GFLOPS
|
|
Options:
|
|
Input size: N = 4, C = 3, H = 131, W = 67
|
|
Output size: N = 4, K = 12, OH = 24, OW = 8
|
|
Filter size: K = 12, C = 3, R = 21, S = 37
|
|
Number of iterations: 1
|
|
Validation: on
|
|
|
|
Initializing... done!
|
|
Initializing Convolution...
|
|
Calculating...(iter=0) 0.008448 sec
|
|
Validating...
|
|
Result: VALID
|
|
Avg. throughput: 5.085744 GFLOPS
|